{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002442836,0.00006290288,0.0001508212,0.00006678455,0.001018404,0.000121864,0.0004125061,0.0001442689,0.02109506],"category_scores_gemma":[0.0001898029,0.00006227057,0.00002431122,0.0007609095,0.0001194799,0.0000341361,0.00007040296,0.00009119551,0.0000042333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001286878,"about_ca_system_score_gemma":0.002768147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9958166,"about_ca_topic_score_gemma":0.9983214,"domain_scores_codex":[0.9994291,0.00008854541,0.00009288816,0.00009968384,0.000140074,0.0001496904],"domain_scores_gemma":[0.9995058,0.00006850366,0.0001338871,0.0001955803,0.00004564374,0.00005060472],"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":[2.747918e-7,0.00002045036,0.00008187925,0.00000355264,0.00001868233,8.830526e-8,0.000131889,6.128375e-8,1.742648e-7,0.007752624,0.9902969,0.00169341],"study_design_scores_gemma":[0.00003201808,0.000004188391,0.0000212702,0.00001694769,0.00001429115,1.612524e-7,0.003000774,6.853255e-8,0.00001134815,0.0006099898,0.9962237,0.00006524537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[7.244181e-7,0.000233407,0.00004255122,0.0006553811,0.001416121,0.0003949395,0.00008000741,0.00005842894,0.9971184],"genre_scores_gemma":[0.00005368904,0.000223631,0.005464642,0.00003480627,0.0001755549,0.00007190347,0.00000476294,0.00004379343,0.9939272],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02109083,"threshold_uncertainty_score":0.9797998,"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."}}