{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01094381,0.001367085,0.001210674,0.001975648,0.008928397,0.01470786,0.003141454,0.01464686,0.6500888],"category_scores_gemma":[0.02394039,0.0006364014,0.002271103,0.001334013,0.001773384,0.005384233,0.007006784,0.01440002,0.3967999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005778211,"about_ca_system_score_gemma":0.01320211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01217392,"about_ca_topic_score_gemma":0.03786291,"domain_scores_codex":[0.9950819,0.001078941,0.0001363614,0.0004882471,0.001693066,0.001521342],"domain_scores_gemma":[0.9908183,0.001823008,0.0002025215,0.0006430848,0.003201655,0.00331154],"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":[0.00004634216,0.00001539103,0.00003931778,0.0000221511,0.000001904796,0.0000196542,0.00003551408,0.000007272545,0.00001624197,0.002106552,0.9956868,0.00200295],"study_design_scores_gemma":[0.0000456299,0.00001132865,0.0002044353,0.00009680416,0.000005244839,0.00001123019,0.0002370471,0.00003133568,0.00006612881,0.001858464,0.9974229,0.000009416146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001166216,0.001227828,0.001131323,0.135361,0.07923202,0.000826431,0.008890464,0.001174723,0.77099],"genre_scores_gemma":[0.003311057,0.0003928635,0.0003343927,0.0271546,0.006681387,0.0006549165,0.002323238,0.0008129332,0.9583347],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3499112,"threshold_uncertainty_score":0.4991059,"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."}}