{"id":"W6966354456","doi":"10.48448/g254-m382","title":"Christiana Moser, University of Toronto","year":2024,"lang":"en","type":"other","venue":"Underline Science Inc.","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Perspective (graphical); Subject (documents); Context (archaeology); Set (abstract data type)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006566147,0.0009176806,0.0007875267,0.0009108655,0.002125638,0.003224021,0.001007183,0.00182654,0.7534673],"category_scores_gemma":[0.00234319,0.0004739689,0.0003853912,0.0009085758,0.0007779459,0.001035943,0.001469425,0.001589318,0.5474052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002667601,"about_ca_system_score_gemma":0.006144177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07481797,"about_ca_topic_score_gemma":0.1817222,"domain_scores_codex":[0.9995461,0.00003420332,0.00001755286,0.0001135229,0.0002077632,0.00008080532],"domain_scores_gemma":[0.9977155,0.0002211232,0.00005492484,0.0001151869,0.00066836,0.00122498],"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":[0.00003375996,0.000008434255,0.000122505,0.00006998971,0.000002027424,0.0001114527,0.00007366952,0.0000423511,0.0001231172,0.002758281,0.9599526,0.03670168],"study_design_scores_gemma":[0.000006405395,0.00000397306,0.0001368657,0.0000392903,0.000002015958,0.00007091644,0.00005369241,0.00002587998,0.00006292731,0.0002367794,0.9993578,0.000003434039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007211397,0.00941378,0.00139066,0.02395713,0.004778813,0.0000762678,0.006247944,0.002014888,0.9513994],"genre_scores_gemma":[0.002604031,0.003129773,0.0004138313,0.001119434,0.0002413364,0.00001962847,0.0009261469,0.0004339853,0.9911118],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2465327,"threshold_uncertainty_score":0.351649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01394784159315591,"score_gpt":0.2665554420013421,"score_spread":0.2526076004081861,"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."}}