{"id":"W4399799761","doi":"10.17771/pucrio.ana.67056","title":"DA CRÍTICA ÀS ONTOLOGIAS PRÁTICAS","year":2024,"lang":"pt","type":"article","venue":"Análogos","topic":"Psychology and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007362343,0.0004593815,0.0005352192,0.000264066,0.0002470853,0.00009911071,0.0004996057,0.0009315809,0.01356185],"category_scores_gemma":[0.00006370523,0.0004296628,0.000247264,0.0004973649,0.0004543612,0.0001371807,0.0001203025,0.001312701,0.04231603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001703142,"about_ca_system_score_gemma":0.0002293473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001537817,"about_ca_topic_score_gemma":0.0001504328,"domain_scores_codex":[0.9960717,0.0005606681,0.0006636561,0.001202859,0.0002304293,0.001270673],"domain_scores_gemma":[0.9979352,0.0005490443,0.00009011179,0.0009725366,0.00003800387,0.0004151147],"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":[0.0005369512,0.001418918,0.005493404,0.0007231726,0.0007634909,0.004105321,0.01225906,6.731739e-7,0.0003473369,0.1544809,0.7235482,0.09632257],"study_design_scores_gemma":[0.00161389,0.002170052,0.04449349,0.0005790314,0.0003829961,0.001593241,0.002811854,0.0001912225,0.0001644591,0.007288745,0.937838,0.0008730782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.234279,0.0488463,0.0008054604,0.02529634,0.03757461,0.001472295,0.0002717406,0.0009236315,0.6505306],"genre_scores_gemma":[0.8920928,0.0005251816,0.0001046134,0.006866602,0.0008689516,0.00008926312,0.00005587832,0.00007168152,0.09932505],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6578138,"threshold_uncertainty_score":0.9998155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09349371719550542,"score_gpt":0.4611128745382808,"score_spread":0.3676191573427753,"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."}}