{"id":"W7068762222","doi":"","title":"mni08998","year":2021,"lang":"en","type":"other","venue":"Scholarship @ Claremont (The Claremont Colleges)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Homecoming; Mural; Quarter (Canadian coin); Railway line; Queen (butterfly)","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001180381,0.001100648,0.001038759,0.0003919145,0.0003600712,0.0003651806,0.002038357,0.001979611,0.002984361],"category_scores_gemma":[0.0006957945,0.0009321966,0.001041654,0.0007692875,0.0003356431,0.00001214415,0.001021423,0.001576863,0.0002210529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001562619,"about_ca_system_score_gemma":0.0004843043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002199925,"about_ca_topic_score_gemma":0.004604239,"domain_scores_codex":[0.9946467,0.000818247,0.0007789943,0.001837044,0.0009411846,0.000977784],"domain_scores_gemma":[0.9946179,0.00005485,0.0006382505,0.003953717,0.0003985463,0.0003367671],"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":[0.00006078186,0.0001692769,0.0006779557,0.0001147603,0.0007621467,0.0001785597,0.00002119665,0.000002908725,0.03543327,0.0001114892,0.9591601,0.003307581],"study_design_scores_gemma":[0.0006222964,0.0001322834,0.000371707,0.0003659903,0.0003414751,0.00008265727,0.0001008334,0.00001077639,0.03523583,0.0001697567,0.9614722,0.001094167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00226507,0.06490391,0.001072273,0.002480742,0.0007617127,0.002602719,0.0001819285,0.0006651295,0.9250665],"genre_scores_gemma":[0.0117519,0.005169951,0.002845692,0.004363223,0.002338274,0.0002565292,0.002215835,0.001566986,0.9694916],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05973396,"threshold_uncertainty_score":0.999316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350217821576587,"score_gpt":0.2746114701781384,"score_spread":0.2611092919623725,"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."}}