{"id":"W4323789520","doi":"10.33137/ic.v30i.39439","title":"Tabula Gratulatoria","year":2022,"lang":"la","type":"article","venue":"Italian Canadiana","topic":"Psychology, Coaching, and Therapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001633497,0.002367404,0.002902034,0.01142432,0.002776908,0.005401338,0.001690801,0.0009686872,0.494332],"category_scores_gemma":[0.01149449,0.0004828362,0.001133902,0.02457656,0.001085579,0.001278078,0.001426311,0.001635231,0.1691563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00504067,"about_ca_system_score_gemma":0.00773977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2168134,"about_ca_topic_score_gemma":0.1580045,"domain_scores_codex":[0.9982523,0.0003514275,0.0001721256,0.0003116364,0.0005374764,0.0003750222],"domain_scores_gemma":[0.9911342,0.002472878,0.0006305438,0.0006551062,0.00467269,0.0004344968],"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":[0.0002173231,0.00004876086,0.0007084153,0.001852692,0.000028832,0.00008231648,0.0001335582,0.0001220939,0.0001447861,0.004579315,0.9012395,0.09084246],"study_design_scores_gemma":[0.00006894772,0.00002971508,0.003459267,0.001441764,0.00001974293,0.0001544735,0.0001582816,0.0000534594,0.00006128444,0.0008363375,0.9936999,0.00001691791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004750238,0.05628263,0.002474888,0.01368246,0.02837235,0.002094275,0.3010443,0.002997852,0.5883011],"genre_scores_gemma":[0.03534651,0.054198,0.01392867,0.0146169,0.01228914,0.008209696,0.1918937,0.003631282,0.665886],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.494332,"threshold_uncertainty_score":0.721274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01686121045134861,"score_gpt":0.2861982835086224,"score_spread":0.2693370730572738,"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."}}