{"id":"W4323789549","doi":"10.33137/ic.v30i.39437","title":"Contents","year":2022,"lang":"en","type":"paratext","venue":"Italian Canadiana","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001622491,0.000615439,0.0006993288,0.0008560509,0.0003306956,0.0001539386,0.001169541,0.0003439647,0.4620045],"category_scores_gemma":[0.00007254487,0.0007737396,0.0003020198,0.0007334601,0.0001379765,0.0001169492,0.0001420739,0.0009676326,0.5996159],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004698513,"about_ca_system_score_gemma":0.001729831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.299033,"about_ca_topic_score_gemma":0.2641034,"domain_scores_codex":[0.9965339,0.000172723,0.0004566867,0.000875444,0.0007741662,0.001187128],"domain_scores_gemma":[0.9972513,0.00004028094,0.0003123987,0.001162175,0.0001006426,0.00113318],"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":[0.0000098126,0.00001700043,0.00002044643,0.00004173599,0.000228556,0.0005025309,0.00008479135,0.00003346267,0.00002063933,0.0002053647,0.9979897,0.0008459498],"study_design_scores_gemma":[0.0003538997,0.00004724593,0.00009639196,0.00004807267,0.00007349921,0.00004336146,0.0001130901,0.00001080369,0.00001184539,0.00001895933,0.9983547,0.0008280909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003470537,0.005342038,7.33898e-7,0.0004366078,0.01001625,0.0006285501,0.05206373,0.00008694136,0.9310781],"genre_scores_gemma":[0.0103669,0.00002761616,0.00001876372,0.002030676,0.0007592805,0.0002160677,0.009002738,0.0005803495,0.9769976],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1376114,"threshold_uncertainty_score":0.9994714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0301839275468356,"score_gpt":0.2608560004745625,"score_spread":0.2306720729277269,"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."}}