{"id":"W2958337203","doi":"10.71910/supsi.2516","title":"Come una didattica per studio di caso e per progetto può influire sul benessere di allievi e docenti","year":2019,"lang":"it","type":"dissertation","venue":"SUPSI ARIS","topic":"Educational and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Studio; Art; Visual arts","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007630448,0.000917406,0.001317786,0.0001636109,0.003444294,0.0006000457,0.000991563,0.0009337335,0.002153166],"category_scores_gemma":[0.0004647191,0.0008633919,0.0006386004,0.000742275,0.0006827925,0.0006535898,0.0002717742,0.0009358536,0.002532342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006377017,"about_ca_system_score_gemma":0.001561363,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02020154,"about_ca_topic_score_gemma":0.01117902,"domain_scores_codex":[0.9940233,0.0004941615,0.0009819249,0.001268177,0.001920096,0.001312391],"domain_scores_gemma":[0.9965152,0.0005455547,0.0006004701,0.000555008,0.001390987,0.0003927901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008116152,0.000963581,0.6993558,0.000809997,0.001158143,0.00001141769,0.2644093,0.000008057241,0.0000751617,0.02614154,0.004629376,0.002356366],"study_design_scores_gemma":[0.0004327085,0.0001169344,0.6054599,0.0003750578,0.0004902894,9.70711e-7,0.1818053,0.000003432144,0.00003164361,0.0008117151,0.2093458,0.001126321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581158,0.004352554,0.000003322693,0.00583242,0.004323543,0.001860824,0.0002879528,0.00011775,0.02510585],"genre_scores_gemma":[0.9300581,0.00340904,0.00003320704,0.0003225052,0.00202946,0.0003305996,0.001687517,0.00010459,0.06202501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2047164,"threshold_uncertainty_score":0.9993817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0248898419632385,"score_gpt":0.3442526190335116,"score_spread":0.3193627770702731,"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."}}