{"id":"W7004423545","doi":"","title":"Amik","year":2022,"lang":"en","type":"other","venue":"RADAR (Glasgow School of Art)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Sound (geography); Beaver; Work (physics); Clothing; Art gallery","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001505052,0.0002577653,0.0003584088,0.000195015,0.00002986786,0.00001403661,0.0004473715,0.0002565304,0.02451721],"category_scores_gemma":[0.00008880001,0.0002713556,0.0002812525,0.000131845,0.00008174134,0.000001723505,0.0003101684,0.0002204052,0.0002832602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003062053,"about_ca_system_score_gemma":0.0001235128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005104201,"about_ca_topic_score_gemma":0.0001056378,"domain_scores_codex":[0.9987273,0.00007580321,0.0002631801,0.0004607151,0.0002693215,0.0002037221],"domain_scores_gemma":[0.9985743,0.000005771565,0.000289288,0.00100258,0.00003443411,0.00009359897],"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":[0.00001272422,0.00004882679,0.0003173314,0.00003366638,0.0001956548,0.00001153723,0.000001702398,4.574169e-7,0.06107919,0.00001047023,0.9378677,0.0004207611],"study_design_scores_gemma":[0.0001942485,0.0001295928,0.00004443778,0.00001990445,0.0000836816,0.000009115844,0.00001262782,8.339699e-7,0.04889207,0.00001902968,0.9503382,0.0002562946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003835255,0.003058035,0.0004465547,0.00005056697,0.00006428026,0.0002574528,0.00005332447,0.0001006473,0.9955856],"genre_scores_gemma":[0.001457313,0.00119241,0.004546962,0.0003063476,0.0004710685,0.00003375369,0.001079661,0.0004002574,0.9905123],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02423395,"threshold_uncertainty_score":0.9999738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003822115133705202,"score_gpt":0.234553278716616,"score_spread":0.2307311635829108,"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."}}