{"id":"W6948494903","doi":"10.48660/10060089","title":"Panel Discussion","year":2010,"lang":"en","type":"other","venue":"PIRSA","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Panel discussion; Panel data; Term (time); Government (linguistics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005839114,0.0006710063,0.0007302333,0.001153953,0.003893528,0.007191285,0.002696253,0.01438908,0.3495414],"category_scores_gemma":[0.01178721,0.0004465333,0.001063116,0.00101522,0.001023112,0.002601131,0.002285127,0.009788746,0.1845246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003879006,"about_ca_system_score_gemma":0.008152442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04617193,"about_ca_topic_score_gemma":0.1226403,"domain_scores_codex":[0.9965699,0.0002628891,0.00007949621,0.0004776612,0.001756917,0.0008531346],"domain_scores_gemma":[0.9938698,0.001459375,0.0001382914,0.0004842443,0.00286204,0.001186204],"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":[0.00002108337,0.00001224886,0.00008957166,0.00001098767,0.0000010472,0.00002200959,0.00001010298,0.0000258316,0.0000486067,0.003021392,0.9935675,0.003169744],"study_design_scores_gemma":[0.00002812788,0.000008317552,0.001094783,0.00003946461,0.000004960834,0.0000239187,0.00007073722,0.0000841878,0.0002372316,0.001585599,0.9968094,0.00001328568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001017587,0.0002786097,0.001192362,0.08900966,0.01092415,0.0003508143,0.01077541,0.0006789914,0.8857725],"genre_scores_gemma":[0.003110769,0.0001444621,0.0006775421,0.07653187,0.001228974,0.0002481292,0.002166479,0.000215205,0.9156765],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3495414,"threshold_uncertainty_score":0.9278002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008708050119731867,"score_gpt":0.2580204430219162,"score_spread":0.2493123929021844,"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."}}