{"id":"W4402873340","doi":"10.1242/jcs.263512","title":"First person – Valérie Cabana","year":2024,"lang":"en","type":"article","venue":"Journal of Cell Science","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.001542031,0.00003356812,0.00006871244,0.0005749493,0.001100698,0.0009650102,0.0004184605,0.0000265465,0.0007193622],"category_scores_gemma":[0.0001524513,0.00003464046,0.0000808331,0.0008473053,0.001155958,0.000780976,0.00001112588,0.0001496898,0.0001134152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009257165,"about_ca_system_score_gemma":0.003400868,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03097333,"about_ca_topic_score_gemma":0.1781201,"domain_scores_codex":[0.9988651,0.00002185404,0.0001160627,0.00009363124,0.0006952074,0.0002081809],"domain_scores_gemma":[0.9994426,0.00005521229,0.00006482264,0.00005832353,0.0001227031,0.0002562911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001698147,0.0001226131,0.0003922259,0.0001695243,0.00002246322,0.001297903,0.2573755,0.0001921872,0.01540251,0.08201239,0.6087134,0.03428222],"study_design_scores_gemma":[0.000031426,0.00002790151,0.0004004352,0.00003805243,0.000008997456,0.00001216243,0.002650102,0.00005439507,0.0000946346,0.0003313324,0.996299,0.00005157079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1984358,0.008914234,0.0003433212,0.01812171,0.008948901,0.0001016012,0.000004998551,0.00004539061,0.765084],"genre_scores_gemma":[0.9741642,0.0004380553,0.0002014201,0.00009675985,0.0005201577,2.093945e-7,2.172665e-8,0.000003315918,0.02457586],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7757283,"threshold_uncertainty_score":0.9754795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459396064809337,"score_gpt":0.2448226001481892,"score_spread":0.2302286395000958,"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."}}