{"id":"W4385260464","doi":"10.54103/mde.i10.1-2.20691","title":"Questa volta due parole al direttore","year":2023,"lang":"it","type":"article","venue":"Materiali di Estetica Terza serie","topic":"Educational and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"","keywords":"Art","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":[0.0008343633,0.0004274168,0.0006144168,0.0000932427,0.001683679,0.0006699927,0.0006311288,0.0002937971,0.002299846],"category_scores_gemma":[0.0003486465,0.0004209442,0.0001857506,0.000846846,0.001076673,0.0003180644,0.0004267073,0.0001761672,0.002994113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002050919,"about_ca_system_score_gemma":0.0003526128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004245318,"about_ca_topic_score_gemma":0.0004717718,"domain_scores_codex":[0.9962578,0.0005033172,0.0005989578,0.0006767974,0.0008471806,0.001115957],"domain_scores_gemma":[0.9986081,0.0002424541,0.0002050778,0.0003933305,0.0002017837,0.0003493141],"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":[0.0002289303,0.0007307368,0.04018012,0.0004159645,0.0005562381,0.0003215712,0.1735071,0.000007612069,0.005601058,0.1915025,0.5823006,0.004647621],"study_design_scores_gemma":[0.0003111579,0.000129805,0.1218244,0.0001454959,0.00009691632,0.000002739325,0.01859098,0.000008508057,0.0004440383,0.006463012,0.85132,0.0006629088],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8930456,0.0002405059,0.00000204013,0.05730216,0.01317266,0.0005614866,0.0003754389,0.0005692999,0.03473079],"genre_scores_gemma":[0.9606805,0.001081005,0.00003137845,0.001112174,0.003232238,0.0001566232,0.0001608637,0.00006823015,0.03347696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2690195,"threshold_uncertainty_score":0.9998242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03024636527046911,"score_gpt":0.3169422231973421,"score_spread":0.286695857926873,"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."}}