{"id":"W7032816372","doi":"","title":"Albona","year":2019,"lang":"it","type":"other","venue":"OpenstarTs (Univeristy of Trieste https://www.units.it/)","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dispose pattern; Work (physics); Test (biology); Quarter (Canadian coin)","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.001114221,0.001304338,0.002413435,0.0006696862,0.002386917,0.000398637,0.001867897,0.001334098,0.03112935],"category_scores_gemma":[0.0004635338,0.001291248,0.0006274004,0.003611598,0.003566199,0.000955375,0.001005053,0.001163831,0.007510808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005014536,"about_ca_system_score_gemma":0.002880734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01726181,"about_ca_topic_score_gemma":0.01094686,"domain_scores_codex":[0.9928271,0.0007477754,0.001337682,0.001548261,0.00194035,0.001598864],"domain_scores_gemma":[0.9934058,0.0005265794,0.001907485,0.001819271,0.001677472,0.000663401],"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":[0.0002436387,0.0002893018,0.0002552648,0.0005789105,0.001049163,0.000170739,0.02842371,0.00005589943,0.00003085891,0.0608303,0.9046707,0.003401482],"study_design_scores_gemma":[0.001762857,0.0004266026,0.0006619555,0.00137412,0.0005797134,0.00001082686,0.06890219,0.0001231434,0.000008280248,0.0001560698,0.9246165,0.001377749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003325013,0.001899663,0.00005743952,0.01306046,0.004340529,0.002622312,0.001011572,0.0001372639,0.9735457],"genre_scores_gemma":[0.03609594,0.005618264,0.0003558832,0.0006640599,0.001173661,0.00002655884,0.0003234691,0.0003678617,0.9553743],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06067423,"threshold_uncertainty_score":0.9999708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04202380013507812,"score_gpt":0.2787148509623216,"score_spread":0.2366910508272435,"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."}}