{"id":"W4289793188","doi":"10.31501/esf.v1i2.3998","title":"Jogos e instabilidade cognitiva no ensino prático da criação publicitária","year":2022,"lang":"pt","type":"article","venue":"Esferas","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Philosophy","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007458819,0.0002958873,0.0003452703,0.000278994,0.001700771,0.0008080018,0.0008949944,0.0001930367,0.01377485],"category_scores_gemma":[0.002881196,0.0003226067,0.0001769573,0.001462453,0.0005222108,0.0006471486,0.0006822544,0.0007077015,0.001675503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004281038,"about_ca_system_score_gemma":0.001014081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003941111,"about_ca_topic_score_gemma":0.0002110999,"domain_scores_codex":[0.9967445,0.0004416516,0.000480661,0.0006235116,0.0009384119,0.0007713178],"domain_scores_gemma":[0.9982772,0.0004209024,0.0001970804,0.0005207768,0.0003426196,0.000241407],"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":[0.0001542748,0.002671444,0.01845348,0.00009876108,0.0001914746,0.00005832567,0.0835612,0.00001283673,0.0007569538,0.2751446,0.5758699,0.04302674],"study_design_scores_gemma":[0.0005606198,0.0002838807,0.002350499,0.0000210636,0.00003315854,0.000008218146,0.179932,0.00003477152,0.0003799164,0.005578462,0.8102934,0.0005239571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.565201,0.0005300076,0.00002043979,0.03587258,0.006293643,0.0009204504,0.0001828142,0.000868694,0.3901104],"genre_scores_gemma":[0.9390371,0.00006294353,0.00005677991,0.002908268,0.0003718621,0.0001308225,0.00005575282,0.00003534082,0.05734112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3738361,"threshold_uncertainty_score":0.9999226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08300345076096423,"score_gpt":0.3412738479855399,"score_spread":0.2582703972245757,"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."}}