{"id":"W7004801766","doi":"","title":"Magnificat Sample","year":2010,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan 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":"Sample (material); Large sample","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001281678,0.001294332,0.001287843,0.004944083,0.003159262,0.001744387,0.003091287,0.001469463,0.1989498],"category_scores_gemma":[0.002381205,0.001018921,0.0008281545,0.003173647,0.0008506885,0.0009337305,0.001840432,0.002243029,0.137577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001011122,"about_ca_system_score_gemma":0.001614863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004527394,"about_ca_topic_score_gemma":0.01655273,"domain_scores_codex":[0.9985367,0.00006726912,0.00009658812,0.0003994925,0.0007182116,0.0001817008],"domain_scores_gemma":[0.998391,0.0001773589,0.00005985054,0.0003149996,0.0009416275,0.0001151115],"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":[0.000694367,0.0002747646,0.00411911,0.001425202,0.00007349873,0.001584124,0.0007125954,0.0004381885,0.2702922,0.006644277,0.5722648,0.1414769],"study_design_scores_gemma":[0.0000440139,0.00009482861,0.00838748,0.0001406329,0.00005748033,0.000939325,0.0002770057,0.0002176673,0.0435461,0.0009901589,0.9452643,0.00004108866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.07086651,0.006007224,0.1340372,0.006729238,0.004658825,0.00955154,0.4333092,0.02055121,0.3142892],"genre_scores_gemma":[0.03666398,0.003067361,0.1180301,0.003088914,0.0006068987,0.006737909,0.4660498,0.01049624,0.3552588],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8010502,"threshold_uncertainty_score":0.6655536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004229604254398319,"score_gpt":0.2204653706373801,"score_spread":0.2162357663829818,"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."}}