{"id":"W6923311896","doi":"10.14288/1.0367182","title":"[Badge of Seaforth Canada]","year":2012,"lang":"en","type":"other","venue":"Open Collections","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Product (mathematics); Natural (archaeology); Set (abstract data type)","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":[0.001354803,0.0009394331,0.000591052,0.002869775,0.01114254,0.00777541,0.002040084,0.003917385,0.3299682],"category_scores_gemma":[0.004174232,0.0005873319,0.0004448949,0.00481036,0.001941055,0.004210911,0.003694388,0.003863518,0.1223966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01574245,"about_ca_system_score_gemma":0.04138703,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8931858,"about_ca_topic_score_gemma":0.9660798,"domain_scores_codex":[0.9985281,0.00009336302,0.00003777154,0.0001687516,0.0008540321,0.0003179625],"domain_scores_gemma":[0.9965433,0.0001731479,0.000068324,0.0001553557,0.002161438,0.0008983903],"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":[0.000002690177,0.000001902875,0.00004035829,0.00001270932,4.011929e-7,0.00001269428,0.00005417228,0.000005485726,0.000007854156,0.001715783,0.9893713,0.008774756],"study_design_scores_gemma":[7.495312e-7,4.243131e-7,0.0001823176,0.00002546062,3.869514e-7,0.00001054059,0.00009703051,0.000004741798,0.000007920437,0.0001626847,0.9995044,0.00000333814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007028293,0.01691889,0.001057235,0.07553278,0.01245626,0.0001435454,0.01008146,0.001774441,0.8813326],"genre_scores_gemma":[0.001410352,0.002758577,0.0003131088,0.00518717,0.0003289863,0.00002396655,0.000933731,0.000365003,0.9886792],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3299682,"threshold_uncertainty_score":0.955719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05456630085730401,"score_gpt":0.3849463945298401,"score_spread":0.3303800936725361,"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."}}