{"id":"W7058378930","doi":"","title":"2023 March - McGill Psychiatry/Douglas Research Centre Job Talk","year":2023,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Research centre; Call centre; Behaviour change","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001662113,0.001230467,0.0009259366,0.001578566,0.004231704,0.00654228,0.00166112,0.003313865,0.8630762],"category_scores_gemma":[0.003191677,0.0006683016,0.001043995,0.000889971,0.0007648739,0.001349881,0.003526239,0.002830018,0.7454114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005212698,"about_ca_system_score_gemma":0.007255225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0411765,"about_ca_topic_score_gemma":0.1453463,"domain_scores_codex":[0.9989226,0.00006054958,0.00002022532,0.0001388505,0.0004775706,0.0003801114],"domain_scores_gemma":[0.9952047,0.0001774191,0.0000742715,0.0002842532,0.0009380531,0.003321314],"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":[0.00003956135,0.00001373871,0.00004470554,0.00001017462,0.00000109727,0.00002227016,0.000008778982,0.00001572524,0.00009414607,0.0006266223,0.9956402,0.00348289],"study_design_scores_gemma":[0.00002933989,0.00002254494,0.0008680859,0.00002844688,0.000002320989,0.00002295284,0.0000736826,0.00009290283,0.0002560537,0.000821047,0.9977702,0.0000125534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001182525,0.0004082441,0.0006703313,0.01005621,0.005996535,0.0002553559,0.0225081,0.003766585,0.9551562],"genre_scores_gemma":[0.001417755,0.00005486853,0.0001543014,0.0005959008,0.0002269997,0.00002954459,0.001889187,0.0005846245,0.9950469],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8630762,"threshold_uncertainty_score":0.1953053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02495678150414829,"score_gpt":0.3114520499825036,"score_spread":0.2864952684783553,"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."}}