{"id":"W7071041409","doi":"","title":"Season 14 Episode 13 - Empty Nets","year":2006,"lang":"en","type":"other","venue":"Connecting Canadians: Canada’s Multicultural Newspapers Beta Website (Athabasca University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pipeline (software); Safeguard; Soul; George (robot); Work (physics)","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0002919178,0.002433987,0.002256286,0.002556667,0.001423538,0.0004064163,0.002458868,0.001454876,0.003003528],"category_scores_gemma":[0.0004407261,0.002709263,0.0009215949,0.002876501,0.0004341063,0.0006432616,0.0003859465,0.001828965,0.0006400108],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01176064,"about_ca_system_score_gemma":0.005875072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9983122,"about_ca_topic_score_gemma":0.9999824,"domain_scores_codex":[0.9907273,0.000631377,0.0008761315,0.00283868,0.001694804,0.00323171],"domain_scores_gemma":[0.9930779,0.0004329276,0.00150467,0.001751502,0.0005745482,0.002658476],"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":[0.00005327052,0.00005154862,0.002202579,0.0001973602,0.001049231,0.002835992,0.000419742,0.0003741664,0.0002880571,0.0002474285,0.9917299,0.0005507721],"study_design_scores_gemma":[0.002759507,0.00004760145,0.002161194,0.001037409,0.001100104,0.0001003482,0.003672563,0.0002097262,0.00007422456,7.77008e-7,0.985352,0.003484481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01117117,0.002132617,0.00001021648,0.003345989,0.002860386,0.002365997,0.01003847,0.001904012,0.9661711],"genre_scores_gemma":[0.0315201,0.00008020015,0.0007412185,0.001054171,0.001114435,0.000007315015,0.003854191,0.002136262,0.9594921],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02034893,"threshold_uncertainty_score":0.9998765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007906269553317287,"score_gpt":0.1866694856299201,"score_spread":0.1787632160766028,"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."}}