{"id":"W6910649022","doi":"10.48785/100/324","title":"Lo streaming del Servizio Pubblico nell’Era delle Piattaforme: Lezioni da un’analisi comparativa sulla distribuzione e la personalizzazione dei servizi VoD in sette mercati","year":2025,"lang":"it","type":"report","venue":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"UK Research and Innovation","keywords":"Railway line","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005202039,0.0003211535,0.0003417533,0.003211286,0.001230219,0.007472803,0.000754181,0.0008470773,0.01937825],"category_scores_gemma":[0.02976373,0.0002530893,0.0004105512,0.006226501,0.002252739,0.00776393,0.00282634,0.001636788,0.002550802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002547833,"about_ca_system_score_gemma":0.002400664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01314928,"about_ca_topic_score_gemma":0.01290927,"domain_scores_codex":[0.9950078,0.001771765,0.0002849637,0.0005839986,0.001929385,0.000422169],"domain_scores_gemma":[0.9638813,0.02153617,0.00416064,0.003048181,0.005736035,0.001637675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009264221,0.0003188071,0.3657821,0.001793158,0.0002414555,0.0005199256,0.1522374,0.0006502225,0.002298771,0.09405714,0.02742938,0.3537452],"study_design_scores_gemma":[0.00004064515,0.0003134334,0.6367272,0.001121015,0.0001720436,0.0005691767,0.1078272,0.002435394,0.001526872,0.01246654,0.2367192,0.00008135285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.785846,0.003776255,0.0082265,0.00727504,0.0002494676,0.0003029606,0.003371329,0.0002815792,0.1906709],"genre_scores_gemma":[0.9762716,0.001692532,0.003025124,0.0006946984,0.0002318279,0.0001834091,0.001120028,0.000155752,0.0166251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01937825,"threshold_uncertainty_score":0.06482667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06916371915740897,"score_gpt":0.3005294183571177,"score_spread":0.2313656991997087,"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."}}