{"id":"W6892044221","doi":"10.48660/17060104","title":"Discussion Session 4","year":2017,"lang":"en","type":"other","venue":"PIRSA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Session (web analytics); Session key; Key (lock); Attendance","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":["insufficient_payload"],"category_scores_codex":[0.0000973057,0.0002416512,0.0002609224,0.0001748826,0.00008941413,0.00005141115,0.0004167747,0.0003174008,0.01068536],"category_scores_gemma":[0.00005871785,0.0001264539,0.00008202246,0.00003256445,0.00006462906,0.00004390698,0.0001662573,0.0001934314,0.07638524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005796378,"about_ca_system_score_gemma":0.00004188466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001835476,"about_ca_topic_score_gemma":0.0002790476,"domain_scores_codex":[0.9990386,0.00004295006,0.00007576213,0.0003270259,0.0002922027,0.0002234603],"domain_scores_gemma":[0.9984879,0.000005332711,0.0003306905,0.001075815,0.000009253932,0.00009100536],"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":[0.000005361893,0.00002562597,0.0001540256,0.00003659957,0.00001527917,0.00001487256,0.00002267025,4.367227e-8,0.0004883271,0.00003228961,0.9827046,0.01650031],"study_design_scores_gemma":[0.0002153821,0.000008596123,0.0002358354,0.001268955,0.00003001004,0.00000208771,0.000003481216,0.000004614053,0.0000601238,0.00006610579,0.9978563,0.0002485247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003279839,0.0005049572,0.00002731133,0.000119367,0.0007900113,0.0001936473,0.000176046,0.000617896,0.9975675],"genre_scores_gemma":[0.000618824,0.00005116963,0.0002188126,0.00001708801,0.001021347,0.00001383271,0.0001360139,0.001698401,0.9962245],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06569989,"threshold_uncertainty_score":0.990219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02280220724283943,"score_gpt":0.3035771119013837,"score_spread":0.2807749046585443,"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."}}