{"id":"W4387889569","doi":"10.51644/oufn4279","title":"Lent 5A","year":2017,"lang":"en","type":"article","venue":"Consensus","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Regional Municipality of Waterloo","funders":"","keywords":"Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001398734,0.00007374887,0.00008916638,0.00002557465,0.0003164145,0.00009178975,0.0002420148,0.00003277873,0.0001774063],"category_scores_gemma":[0.0005159366,0.00006996607,0.00003878801,0.00001374876,0.0002374443,0.00002080233,0.00009179323,0.00006755202,0.02562692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003185615,"about_ca_system_score_gemma":0.00004409864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001067003,"about_ca_topic_score_gemma":0.0000701046,"domain_scores_codex":[0.9994397,0.00002286351,0.0000832534,0.0001487764,0.0001122684,0.0001931674],"domain_scores_gemma":[0.9988117,0.00004001519,0.00008852186,0.0009303302,0.00005273222,0.0000767606],"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":[0.0001530679,0.0001275546,0.06784572,0.00001996892,0.00009800183,0.0007835109,0.0003227078,0.000006817329,0.07785646,0.0131542,0.81228,0.027352],"study_design_scores_gemma":[0.001285066,0.00003167006,0.3026055,0.00002797757,0.00003153588,0.00009862968,0.00007050421,0.0002744384,0.01317614,0.001542471,0.6805663,0.0002897946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8409146,0.0001361414,0.000001495246,0.001113882,0.0004083985,0.00008252456,0.00003159995,0.0001268959,0.1571845],"genre_scores_gemma":[0.9947536,0.000001816686,0.0002693777,0.00005835856,0.000101574,0.000003471344,0.000001457094,0.00003058624,0.004779789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2347598,"threshold_uncertainty_score":0.9751318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07723097188234015,"score_gpt":0.3395830558187031,"score_spread":0.2623520839363629,"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."}}