{"id":"W4406548573","doi":"10.1016/s1155-1941(23)45187-6","title":"10.1016/s1155-1941(23)45187-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Sensory Analysis and Statistical Methods","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002236056,0.0001197347,0.0001971095,0.0000089183,0.0001387192,0.00005605783,0.0001983643,0.00006075035,0.9985355],"category_scores_gemma":[0.0001084964,0.00004411435,0.00009782082,0.0003429408,0.00003550637,0.00004616394,0.00002449237,0.000078916,0.9813177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001021615,"about_ca_system_score_gemma":0.000002156671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004590041,"about_ca_topic_score_gemma":0.000001912034,"domain_scores_codex":[0.9989902,0.0001406493,0.0001801829,0.0002662966,0.000164876,0.0002578135],"domain_scores_gemma":[0.9993607,0.0003224943,0.0000228563,0.00006834813,0.00003609025,0.0001895291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003764545,0.00003950372,3.264924e-7,7.60273e-7,0.000009688216,0.000003944086,0.000002871921,0.00001081583,0.002382035,0.000006504583,0.05156654,0.9459394],"study_design_scores_gemma":[0.00004044647,0.00019876,0.0010329,0.000004574705,0.00001770129,0.000002971035,0.000002078702,0.0002157474,0.0001777121,0.00009572423,0.9980605,0.0001509057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009907254,0.00002923858,0.00000192422,0.0006816829,0.000001174571,0.00008764506,0.0000516959,0.0000743947,0.989165],"genre_scores_gemma":[0.0009019139,3.470151e-7,0.0007277649,0.0001227977,0.000189231,0.000006845323,0.00003828077,9.258928e-7,0.9980119],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9464939,"threshold_uncertainty_score":0.1798931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01717049771910895,"score_gpt":0.2080553284944169,"score_spread":0.190884830775308,"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."}}