{"id":"W7041804365","doi":"","title":"Jon Rafman","year":2016,"lang":"fr","type":"review","venue":"OpenEdition (OpenEdition)","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exposition (narrative); Identity (music); Reel; Order (exchange); Subject (documents)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001137855,0.0007431787,0.0005530722,0.001247237,0.001732918,0.003789938,0.001185992,0.003115539,0.07343177],"category_scores_gemma":[0.004517557,0.0003039484,0.0004467806,0.001448632,0.001314119,0.004089379,0.001614544,0.003126296,0.028803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002325078,"about_ca_system_score_gemma":0.005275077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01123758,"about_ca_topic_score_gemma":0.01304673,"domain_scores_codex":[0.9987441,0.0002112136,0.00006159911,0.0002802928,0.0005550914,0.0001476769],"domain_scores_gemma":[0.9988839,0.0003101507,0.00009941405,0.00005872773,0.0004461828,0.0002016175],"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":[0.00006515633,0.00002944134,0.0002919898,0.001526441,0.00002564899,0.0002474938,0.0004191853,0.0001116671,0.00052658,0.03890039,0.7176144,0.2402416],"study_design_scores_gemma":[0.000002261222,0.00000459461,0.00008197956,0.0002058677,0.000002830654,0.0001114214,0.00006978694,0.000008778627,0.00007830344,0.001150731,0.9982791,0.000004319897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001120943,0.6427181,0.002588422,0.08889988,0.02560512,0.00006536953,0.0003994504,0.0003001226,0.2383025],"genre_scores_gemma":[0.01778346,0.3879849,0.001839685,0.04136545,0.005781448,0.0001110575,0.0003861617,0.0001678138,0.54458],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9265682,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0311977665635693,"score_gpt":0.2827281684153315,"score_spread":0.2515304018517622,"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."}}