{"id":"W7066781405","doi":"","title":"H13-1843.50. Lokers, Gertrude. Book, 1976. 1 folder.","year":2016,"lang":"en","type":"article","venue":"Hope College Digital Commons (Hope College)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data collection; Work (physics); Product (mathematics); Subject (documents); Presentation (obstetrics)","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"],"consensus_categories":[],"category_scores_codex":[0.0003178964,0.0007113781,0.0007203171,0.0003136007,0.0003538876,0.0002410108,0.00113626,0.0004376546,0.0004146122],"category_scores_gemma":[0.0003306812,0.0005774975,0.0006228142,0.000700982,0.0004418615,0.000123025,0.001061303,0.000227784,0.0004160463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001516023,"about_ca_system_score_gemma":0.0003141164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003708823,"about_ca_topic_score_gemma":0.0003340972,"domain_scores_codex":[0.9963975,0.0001438055,0.0008102178,0.001191871,0.0005251475,0.0009314507],"domain_scores_gemma":[0.9967883,0.000139012,0.0002804361,0.001966251,0.0003956694,0.0004303043],"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":[0.0003539019,0.0004189359,0.002582366,0.00002812409,0.0003729372,0.0001901248,0.00001523339,0.00000196872,0.1076126,0.001386392,0.88155,0.005487453],"study_design_scores_gemma":[0.001405803,0.0004620132,0.0002889707,0.00008353817,0.00008558565,0.00009891536,0.00008616387,0.00001956002,0.1591819,0.000235267,0.8371996,0.0008525981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3397429,0.01082829,0.007730726,0.006147743,0.0005032871,0.003607042,0.004766956,0.000933732,0.6257393],"genre_scores_gemma":[0.8915299,0.000728861,0.0004521057,0.001066161,0.0002933873,0.000181199,0.0003243519,0.0001515786,0.1052725],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.551787,"threshold_uncertainty_score":0.9996676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008730199977586443,"score_gpt":0.2378578758841033,"score_spread":0.2291276759065168,"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."}}