{"meta":{"query_hash":"234bbf1cf1cc","filters":{"venue":"Springer series in synergetics"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/234bbf1cf1cc","api":"https://metacan.xera.ac/api/v1/cohort?venue=Springer+series+in+synergetics"},"results":[{"id":"W2259122356","doi":"10.1007/978-3-319-52663-8_5","title":"The Steady State for Dendritic Growth with Nonzero Surface Tension","year":2017,"lang":"en","type":"book-chapter","venue":"Springer series in synergetics","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Surface tension; State (computer science); Tension (geology); Surface (topology); Mechanics; Physics; Mathematics; Geometry; Thermodynamics; Algorithm","score_opus":0.019396459493626977,"score_gpt":0.2377967552315329,"score_spread":0.21840029573790593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2259122356","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27202824,0.012750138,0.2607089,0.01112361,0.0017686855,0.00015332841,0.0013543443,0.0008945384,0.43921813],"genre_scores_gemma":[0.9067483,0.006090331,0.020841537,0.0011239859,0.0010413269,0.000275791,0.0007182462,0.00054405275,0.06261648],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99986947,0.000024523235,0.000006714837,0.000038821327,0.000028153403,0.000032341908],"domain_scores_gemma":[0.99956936,0.00023542545,0.00003491004,0.000039012208,0.000058370057,0.000062870924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049078884,0.00042327744,0.0006720226,0.000880981,0.0010414465,0.003013932,0.0011445169,0.0017742267,0.010967094],"category_scores_gemma":[0.0021047876,0.00052913063,0.00073457183,0.00056765426,0.0013800892,0.0031300785,0.0014265113,0.0017242285,0.0016437976],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048406575,0.00003238895,0.00014206415,0.00010665216,0.000013171008,0.000080323596,0.00011890353,0.0072902082,0.004193941,0.97622514,0.0053516803,0.0063972045],"study_design_scores_gemma":[0.000023023813,0.000022025595,0.00037503117,0.000037432834,0.000010835904,0.00011552104,0.000070985734,0.12443816,0.0010419069,0.86901593,0.0048163505,0.000032800614],"about_ca_topic_score_codex":0.0010736592,"about_ca_topic_score_gemma":0.0007644366,"teacher_disagreement_score":0.010967094,"about_ca_system_score_codex":0.0011623362,"about_ca_system_score_gemma":0.00063275173,"threshold_uncertainty_score":0.036688626},"labels":[],"label_agreement":null}]}