{"id":"W4254418435","doi":"10.4000/communication.5520","title":"vol. 21/2","year":2002,"lang":"it","type":"paratext","venue":"Communication","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental 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":[0.0007599547,0.001042058,0.0006922026,0.002104843,0.001900023,0.009441564,0.0008658684,0.001732031,0.7085975],"category_scores_gemma":[0.002585436,0.0003718206,0.0004668278,0.002573536,0.001262538,0.002432288,0.00172239,0.002119419,0.7167526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002054297,"about_ca_system_score_gemma":0.001558766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004608413,"about_ca_topic_score_gemma":0.008273319,"domain_scores_codex":[0.9993703,0.0000550794,0.0000285084,0.0001364653,0.0003221981,0.00008755251],"domain_scores_gemma":[0.9986451,0.0002766542,0.00004475938,0.000218964,0.000543974,0.0002705578],"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":[0.00006064627,0.00006745563,0.0003393231,0.0002102974,0.000006891335,0.00009132571,0.00008833241,0.00009292911,0.000704661,0.008064171,0.9064597,0.08381443],"study_design_scores_gemma":[0.00001091146,0.00001728412,0.000504394,0.0001728453,0.000005364757,0.0001009886,0.00007480678,0.00009604905,0.0002847984,0.001118612,0.9976081,0.000005837122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006475242,0.002844688,0.0004021,0.002153527,0.003164833,0.00004180886,0.0007772309,0.0004491931,0.9895191],"genre_scores_gemma":[0.001753757,0.001760291,0.00009910213,0.0004976357,0.0003339478,0.00001694778,0.0004113053,0.0001291068,0.994998],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2914025,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06641089192592474,"score_gpt":0.3131252174520648,"score_spread":0.2467143255261401,"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."}}