{"id":"W6974261012","doi":"10.58079/r283","title":"Parution : Participations, vol. 15, Issue 2","year":2020,"lang":"en","type":"article","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Relation (database); Term (time)","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":[0.005422387,0.000872654,0.0006973419,0.002023288,0.006803123,0.01464539,0.001931409,0.002803806,0.1675267],"category_scores_gemma":[0.01045861,0.0004485347,0.0006408283,0.003192099,0.003328166,0.006262945,0.006645518,0.003533285,0.03538138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002608313,"about_ca_system_score_gemma":0.00602067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005664803,"about_ca_topic_score_gemma":0.008793033,"domain_scores_codex":[0.9962476,0.001550989,0.0001828082,0.0003837989,0.001157244,0.0004776632],"domain_scores_gemma":[0.9928886,0.002366632,0.0003340826,0.000522535,0.001508288,0.002379787],"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":[0.00005502948,0.00007925153,0.0005143218,0.00050493,0.000008442047,0.00006594224,0.004737132,0.00001734139,0.0002284882,0.01152606,0.9037949,0.07846802],"study_design_scores_gemma":[0.000004809686,0.00002158802,0.001394865,0.0003708673,0.000002809422,0.0000514324,0.003404367,0.00001192777,0.00004345502,0.0006164655,0.9940706,0.000006756043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01076049,0.08295643,0.001465504,0.1564472,0.1605764,0.0002449778,0.001347009,0.0006332188,0.5855688],"genre_scores_gemma":[0.06807482,0.03816187,0.0007165344,0.01864253,0.04901904,0.0003851151,0.001277916,0.0008732751,0.8228489],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1675267,"threshold_uncertainty_score":0.5604327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3709377973059713,"score_gpt":0.4855632757801641,"score_spread":0.1146254784741929,"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."}}