{"id":"W6893787820","doi":"10.5281/zenodo.5130899","title":"Cyclorhipidion bodoanum","year":2014,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montane ecology; Chiang mai; Period (music); Preference","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008188566,0.0006154933,0.0001752743,0.000986792,0.0006388939,0.000313591,0.0002806176,0.0003971432,0.01929915],"category_scores_gemma":[0.0001712546,0.0001440138,0.0001250813,0.0004602785,0.0002667216,0.0007421213,0.000456198,0.0003489408,0.007298908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004004145,"about_ca_system_score_gemma":0.0001324344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00652756,"about_ca_topic_score_gemma":0.009146526,"domain_scores_codex":[0.9999163,0.00001046556,0.000007717514,0.00002541945,0.00002200827,0.000017937],"domain_scores_gemma":[0.9999201,0.00001755382,0.0000244777,0.000006022317,0.00001820481,0.00001362875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005791494,0.0002187536,0.02930506,0.001316198,0.00004094019,0.003306859,0.00167453,0.0005773923,0.06224663,0.00308443,0.03137506,0.866275],"study_design_scores_gemma":[0.0001395954,0.0005116995,0.4452663,0.0006404576,0.00008535421,0.01125036,0.001598417,0.0006528977,0.009586798,0.0009220681,0.5293067,0.00003939903],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3189274,0.01850805,0.0028157,0.0009724983,0.0007150737,0.0004611103,0.003090351,0.0005031788,0.6540067],"genre_scores_gemma":[0.9492068,0.005490323,0.0019487,0.0004781811,0.0002338312,0.0001031779,0.001886242,0.00002661581,0.04062626],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01929915,"threshold_uncertainty_score":0.06456208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0256975157139509,"score_gpt":0.2473376150227376,"score_spread":0.2216400993087867,"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."}}