{"id":"W6923398129","doi":"10.14288/1.0169582","title":"The Atlin Claim","year":2011,"lang":"en","type":"article","venue":"Open Collections","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; George (robot); Subject (documents); Project commissioning; Privilege (computing)","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007312969,0.00002573121,0.00003505988,0.00001576614,0.01136853,0.0007090296,0.0004616511,0.00003913946,0.001238521],"category_scores_gemma":[0.0005092899,0.00001831085,0.00001914133,0.0008087087,0.0002093853,0.00009610364,0.00006827793,0.00006963068,0.00002706748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003667994,"about_ca_system_score_gemma":0.0002154872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05074078,"about_ca_topic_score_gemma":0.05515261,"domain_scores_codex":[0.9995508,0.0001328506,0.000064374,0.00007338349,0.00006405997,0.0001145342],"domain_scores_gemma":[0.9995515,0.0001806429,0.00002907467,0.0001487882,0.00006353117,0.00002649697],"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":[0.000003032623,0.00003525921,0.0002099019,1.705893e-7,0.000007749254,1.519529e-7,0.004168797,8.145189e-8,0.000002183014,0.2758927,0.7051751,0.01450486],"study_design_scores_gemma":[0.00002676056,0.00001022541,0.0002333474,9.919821e-7,0.000002652861,2.192628e-7,0.0236423,0.000001011935,0.00008770177,0.1133745,0.8625921,0.00002818845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002618006,0.00003398022,0.0002710732,0.003131883,0.0007375764,0.0002238406,9.69235e-7,0.00007120128,0.9952677],"genre_scores_gemma":[0.01312361,0.0002689748,0.014624,0.00008955849,0.00006555991,0.0001664709,1.88505e-7,0.000003687835,0.9716579],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1625182,"threshold_uncertainty_score":0.9996745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1822057795129061,"score_gpt":0.4244984653614319,"score_spread":0.2422926858485258,"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."}}