{"id":"W4385722750","doi":"10.59962/9780774814843-007","title":"Canadian HUMINT Collection","year":2009,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0001338985,0.00008826413,0.000228513,0.00007973621,0.0003701137,0.00006321926,0.0002785506,0.000321202,0.006576171],"category_scores_gemma":[0.00001634452,0.0001863873,0.0001144989,0.0000114337,0.0002784529,0.00005561823,0.0000257167,0.0003738984,0.00003661197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000051334,"about_ca_system_score_gemma":0.0003187504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9929639,"about_ca_topic_score_gemma":0.9990327,"domain_scores_codex":[0.9989638,0.00004005678,0.0001157127,0.0002980092,0.0002891111,0.0002932509],"domain_scores_gemma":[0.9992307,0.00004326601,0.00009660306,0.0001442437,0.0001242314,0.0003609079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000448147,0.000001868688,0.0002879677,0.00002971607,0.00004280971,0.0004781222,0.0000620281,0.00001526632,7.36215e-7,0.0001315184,0.02917452,0.9697306],"study_design_scores_gemma":[0.0002626824,0.0004605147,0.01972942,0.0001596869,0.00003222133,0.00006209982,0.00002165076,0.0001145614,0.000001556454,0.01843954,0.9604377,0.0002784286],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008388587,0.0002865375,0.00003653042,0.00002238794,0.00007686199,0.0004059595,0.0007247208,0.00003850483,0.9975696],"genre_scores_gemma":[0.02438134,0.0004714196,0.0003515633,0.00003292695,0.00004554016,6.318824e-8,0.0001113534,0.000004023517,0.9746017],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9694522,"threshold_uncertainty_score":0.994332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01858213816254409,"score_gpt":0.1706754767094126,"score_spread":0.1520933385468685,"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."}}