{"id":"W1157535060","doi":"10.71781/11938","title":"La cristallisation du poly(1,3)dioxolanne","year":2009,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Synthesis and properties of polymers","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001179592,0.0004224365,0.0005345465,0.0001009011,0.0003799333,0.001443302,0.001233433,0.0005037292,0.03700949],"category_scores_gemma":[0.0002772549,0.0003926947,0.000143106,0.0001405858,0.0001407421,0.0007238414,0.0001628322,0.0002253335,0.006307685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001229893,"about_ca_system_score_gemma":0.0003758631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003652652,"about_ca_topic_score_gemma":0.001604596,"domain_scores_codex":[0.9973605,0.0004591902,0.0005998876,0.0007244496,0.0004018822,0.0004540483],"domain_scores_gemma":[0.9985971,0.0001961415,0.0004462793,0.0004600744,0.0001229914,0.0001773762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003551084,0.0001836059,0.0000912669,0.00004804442,0.00003465491,0.00003954678,0.007916179,0.0000118267,0.1525518,0.0001376576,0.001322122,0.8373082],"study_design_scores_gemma":[0.0005082744,0.0002503818,0.00544846,0.0006869489,0.0002105365,0.00003162971,0.008663668,0.0001625461,0.6500924,0.0001315573,0.3330033,0.0008103481],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7243887,0.003278843,0.00003516863,0.001083409,0.001825917,0.0005668516,0.0001199242,0.00000406412,0.2686972],"genre_scores_gemma":[0.9248226,0.0003383161,0.006919977,0.0001621683,0.0005908518,0.00004159424,0.0006273745,0.00006124855,0.06643587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8364978,"threshold_uncertainty_score":0.9998525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03289869094519811,"score_gpt":0.2964159737139039,"score_spread":0.2635172827687058,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}