{"id":"W2982155988","doi":"10.4000/communication.1662","title":"Vol. 28/2","year":2011,"lang":"it","type":"paratext","venue":"Communication","topic":"","field":"","cited_by":2,"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":[0.0009450719,0.001083643,0.0006548617,0.002674548,0.002272695,0.01024534,0.0008102958,0.001865881,0.7099486],"category_scores_gemma":[0.003063565,0.0003866217,0.0005494928,0.002651973,0.001642458,0.002761901,0.002565113,0.002495213,0.6683751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002895383,"about_ca_system_score_gemma":0.002412359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004502781,"about_ca_topic_score_gemma":0.008924934,"domain_scores_codex":[0.9990477,0.00009329658,0.00003953366,0.0001745235,0.0004991547,0.0001457763],"domain_scores_gemma":[0.9984183,0.0003004264,0.00005421006,0.0002789676,0.0006327564,0.0003154393],"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":[0.00004676175,0.00005975065,0.0002799363,0.0002118468,0.000006380718,0.00008520039,0.0000746369,0.0001011857,0.0005253974,0.008963807,0.9072469,0.08239834],"study_design_scores_gemma":[0.000007574149,0.00001598162,0.0004805523,0.0001946969,0.000004215439,0.00008821122,0.00008536559,0.0001007849,0.0002878216,0.00138017,0.9973485,0.000005993611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005829238,0.002671701,0.0004738669,0.002864389,0.003226621,0.00004981073,0.0008046142,0.000437334,0.9888888],"genre_scores_gemma":[0.002264774,0.001724075,0.0001275813,0.000618546,0.0005180813,0.00002162474,0.0004261726,0.00014702,0.994152],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2900514,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08641587928471936,"score_gpt":0.3183352857717563,"score_spread":0.231919406487037,"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."}}