{"id":"W4230960548","doi":"10.33137/ic.v35i0.37208","title":"Contents","year":2021,"lang":"en","type":"paratext","venue":"Italian Canadiana","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Materials 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":[0.0001022914,0.0006435806,0.0008323761,0.0005421487,0.000143389,0.0002796778,0.0007322773,0.0006643806,0.09938158],"category_scores_gemma":[0.0001254711,0.000779913,0.0003349126,0.0006861928,0.0001485086,0.0001214364,0.00007493992,0.0006727226,0.5685283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002320235,"about_ca_system_score_gemma":0.002496136,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2075848,"about_ca_topic_score_gemma":0.4901333,"domain_scores_codex":[0.9967323,0.0001337058,0.0004684887,0.0009301876,0.0005642046,0.001171147],"domain_scores_gemma":[0.9968315,0.00003698264,0.0002539037,0.001230478,0.0003039956,0.001343142],"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":[0.000003900661,0.00001554675,0.00002102401,0.00007050648,0.0002948597,0.001072657,0.00006118896,0.000007740206,0.00008169549,0.0001497663,0.9973587,0.0008624591],"study_design_scores_gemma":[0.0003305909,0.00001805911,0.0001373112,0.0003086762,0.00008661549,0.00005880199,0.00009495786,0.000008333311,0.0001192589,0.00001170476,0.9979991,0.000826585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005111223,0.01449469,0.000002772934,0.0005520582,0.009125862,0.0004195095,0.02353542,0.00006460458,0.9512939],"genre_scores_gemma":[0.01175115,0.00005586722,0.00005647774,0.001913757,0.001252509,0.0000609967,0.008637778,0.0004998065,0.9757717],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4691467,"threshold_uncertainty_score":0.9994652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03138514002187918,"score_gpt":0.2651248885429316,"score_spread":0.2337397485210524,"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."}}