{"id":"W4412929601","doi":"10.14436/2675-486x.24.3.008-022.ent","title":"Entrevista com Gilles Lavigne","year":2025,"lang":"pt","type":"article","venue":"Clinical Orthodontics","topic":"Developmental and Educational Neuropsychology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Philosophy; Humanities","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001498766,0.0004195319,0.0009206664,0.0001819107,0.0002212223,0.00005836361,0.0007256633,0.000656454,0.003101277],"category_scores_gemma":[0.001291196,0.0004133993,0.0004748954,0.0006437501,0.0006727992,0.00005010954,0.0003313397,0.001046829,0.004867329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005376467,"about_ca_system_score_gemma":0.0003775066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002085771,"about_ca_topic_score_gemma":0.00002683054,"domain_scores_codex":[0.9946675,0.001335483,0.002005599,0.001061001,0.0002271653,0.0007032663],"domain_scores_gemma":[0.9950823,0.003003064,0.0003877438,0.0009964212,0.0002053302,0.0003251544],"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":[0.0001832229,0.001611782,0.4756849,0.00005778898,0.000303901,0.00006674713,0.0001401807,4.850771e-7,0.000003908115,0.02274432,0.4819659,0.01723688],"study_design_scores_gemma":[0.0009196457,0.00013321,0.4563127,0.00009652758,0.00013588,0.00001290621,0.0001786751,0.00001024739,0.000002139319,0.0005621344,0.5414218,0.000214161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2872134,0.007285756,0.004979403,0.2664573,0.09935553,0.001452992,0.0002419637,0.0003369759,0.3326767],"genre_scores_gemma":[0.1701009,0.001383267,0.0006982302,0.02403088,0.0007859427,0.00002738629,0.0001347397,0.00005771806,0.8027809],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4701043,"threshold_uncertainty_score":0.9998318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1072322337312009,"score_gpt":0.4900578547231663,"score_spread":0.3828256209919655,"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."}}