{"id":"W7070344025","doi":"","title":"Participatory toward Anticipatory (PtA)","year":2025,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Nuclear Structure and Function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deliberation; Citizen journalism; Dominance (genetics); Futures studies; Participatory action research; Harm; Institution; Action (physics); Process (computing)","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":[],"consensus_categories":[],"category_scores_codex":[0.03303123,0.001121333,0.0005726757,0.001974152,0.009277865,0.008324056,0.003412883,0.003674636,0.01596216],"category_scores_gemma":[0.04122113,0.000681715,0.001399442,0.00144241,0.0157189,0.007493904,0.0142529,0.005180096,0.002513632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01169126,"about_ca_system_score_gemma":0.04732528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0313933,"about_ca_topic_score_gemma":0.04848374,"domain_scores_codex":[0.9684221,0.01911449,0.001005925,0.004833206,0.004606851,0.002017525],"domain_scores_gemma":[0.9701204,0.01333072,0.00217721,0.005747712,0.006077195,0.002546798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008843016,0.0001302734,0.002415915,0.0006282426,0.00004788106,0.0006247364,0.06740937,0.001828211,0.001898374,0.8364516,0.01459517,0.07388187],"study_design_scores_gemma":[0.00003589965,0.0001058424,0.0009436095,0.001018933,0.00005178698,0.0003553354,0.02750416,0.002734323,0.001780136,0.3928348,0.5725577,0.00007740383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02300684,0.001805416,0.4297493,0.04197871,0.001803678,0.002445204,0.0005453991,0.0007486746,0.4979168],"genre_scores_gemma":[0.6332533,0.001490072,0.2675646,0.00722368,0.0002900753,0.0023873,0.000422752,0.0003444787,0.0870237],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03303123,"threshold_uncertainty_score":0.1746879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06921760515050888,"score_gpt":0.3200480980825654,"score_spread":0.2508304929320565,"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."}}