{"id":"W2904260260","doi":"10.1177/0014585818816667","title":"Questioni di teoria linguistica: Per un paradigma teorico della creatività semiotica","year":2018,"lang":"it","type":"article","venue":"Forum Italicum A Journal of Italian Studies","topic":"Linguistic Studies and Language Acquisition","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","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"],"consensus_categories":[],"category_scores_codex":[0.001544439,0.0008739186,0.001635872,0.0004150547,0.001512311,0.0005626303,0.00130109,0.0002706633,0.0002510471],"category_scores_gemma":[0.00625464,0.000690413,0.0006667164,0.0008895618,0.001329687,0.000518776,0.001032624,0.0006157729,0.0003629593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004114368,"about_ca_system_score_gemma":0.000261948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009364163,"about_ca_topic_score_gemma":0.00003373043,"domain_scores_codex":[0.9940882,0.0003927171,0.002010949,0.0008312883,0.001306024,0.001370787],"domain_scores_gemma":[0.9913503,0.001043205,0.001685109,0.0009072812,0.004523542,0.0004905768],"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":[0.001217134,0.003164442,0.02300096,0.00104652,0.02160328,0.007007784,0.1411501,0.0001162809,0.0009963103,0.3763369,0.3878775,0.03648271],"study_design_scores_gemma":[0.01475599,0.03539998,0.03911943,0.01275333,0.0108186,0.009929459,0.1390833,0.008242022,0.00524469,0.09786584,0.617539,0.009248361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1289884,0.4524324,0.189019,0.04447813,0.09883167,0.002864534,0.0006998445,0.0006826546,0.08200342],"genre_scores_gemma":[0.9753379,0.001723479,0.009337627,0.00113327,0.01065834,0.00001163339,0.000005411914,0.00006905699,0.001723309],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8463495,"threshold_uncertainty_score":0.9997876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053062337502552,"score_gpt":0.3015123668763904,"score_spread":0.2809817435013648,"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."}}