{"id":"W4323787147","doi":"10.33137/ic.v24i.39859","title":"Web of Hearts / Gli amici italiani","year":2022,"lang":"it","type":"article","venue":"Italian Canadiana","topic":"Italian Social Issues and Migration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; World Wide Web; 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":[0.0009696776,0.0009358115,0.0007193366,0.00400959,0.001971617,0.009040058,0.0008163452,0.001425884,0.4186656],"category_scores_gemma":[0.00510595,0.000363928,0.0003876636,0.003548319,0.0009496975,0.005321298,0.003827846,0.002192897,0.2518959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001067891,"about_ca_system_score_gemma":0.001132081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006762826,"about_ca_topic_score_gemma":0.012538,"domain_scores_codex":[0.9993972,0.00008878967,0.00002796237,0.0001164449,0.0002742583,0.00009540551],"domain_scores_gemma":[0.997393,0.0005745585,0.0001435377,0.0004739999,0.0006212604,0.0007936131],"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":[0.00001360212,0.000008147904,0.0001085524,0.00006387899,0.000001518848,0.00002361158,0.00007060215,0.000009076079,0.00005698805,0.003353981,0.9619042,0.03438577],"study_design_scores_gemma":[0.000002817475,0.000002183994,0.0003354486,0.0001079296,0.000001325064,0.00003742936,0.00006579108,0.0000241931,0.0000293129,0.0005230549,0.998866,0.000004536269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001375465,0.01410994,0.001691338,0.02062795,0.01614621,0.00005563438,0.01262312,0.005180653,0.9281897],"genre_scores_gemma":[0.009597043,0.006729522,0.00185359,0.005977295,0.00703908,0.00006806659,0.009524065,0.00346533,0.9557459],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9932372,"threshold_uncertainty_score":0.829203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01756584688049077,"score_gpt":0.2663838109642695,"score_spread":0.2488179640837787,"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."}}