{"id":"W7106224993","doi":"10.5281/zenodo.17682902","title":"Virtual Book Launch with Dr. Marco Posadas (Canada)","year":2025,"lang":"","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Event (particle physics); Queer; Space (punctuation); Mental health care; Health care","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":[0.0003585513,0.0005159282,0.0002885157,0.0005585513,0.002530158,0.002964191,0.0006183382,0.001560554,0.5546445],"category_scores_gemma":[0.001651957,0.0002367318,0.0002870812,0.0003459144,0.0005709371,0.00167057,0.001784776,0.00225569,0.2195713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001554754,"about_ca_system_score_gemma":0.002076379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02610657,"about_ca_topic_score_gemma":0.1103328,"domain_scores_codex":[0.9998029,0.00003276868,0.000003634311,0.00002621282,0.00008508066,0.0000495008],"domain_scores_gemma":[0.9989001,0.000162508,0.00002504899,0.00003859897,0.0003028064,0.0005709808],"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":[0.000006584466,0.000007390128,0.00003329275,0.00001117412,3.339967e-7,0.00005018845,0.00006791385,0.00001029863,0.00003807265,0.0008857555,0.9863717,0.01251722],"study_design_scores_gemma":[0.000002612992,0.000004315941,0.0001136218,0.00001946725,4.492363e-7,0.00009554997,0.0001500484,0.00002118389,0.0000330457,0.0001903162,0.9993672,0.000002292592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001019124,0.002455096,0.001057434,0.01461179,0.007763592,0.0001184876,0.0008514332,0.001131303,0.9709918],"genre_scores_gemma":[0.002763592,0.0008045034,0.0004903281,0.001997783,0.0006985915,0.0000399663,0.0002368482,0.0003511292,0.9926173],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9738934,"threshold_uncertainty_score":0.6352456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01487448454457738,"score_gpt":0.2647642577468724,"score_spread":0.249889773202295,"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."}}