{"id":"W7012911866","doi":"","title":"","year":2021,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Natural (archaeology); Data collection; Identification (biology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003835365,0.0003558005,0.0002443218,0.001159318,0.004640481,0.004238573,0.000360077,0.0006621832,0.104758],"category_scores_gemma":[0.002022368,0.0001415156,0.0001475548,0.001624048,0.001482423,0.001634102,0.001174703,0.001371325,0.0546319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002518988,"about_ca_system_score_gemma":0.002173906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02350611,"about_ca_topic_score_gemma":0.1018235,"domain_scores_codex":[0.9996564,0.0000461387,0.000007859756,0.00003549316,0.0002015738,0.00005247601],"domain_scores_gemma":[0.9993502,0.0001309045,0.00002096094,0.00005262229,0.0002674147,0.0001778187],"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":[0.00001033293,0.00001057037,0.000159626,0.00005392679,0.000001068495,0.00003618496,0.0009529389,0.0000203802,0.0001512237,0.02082373,0.9386238,0.03915609],"study_design_scores_gemma":[4.144926e-7,0.000001371239,0.0002793156,0.00003329808,3.399549e-7,0.00001357878,0.0005011801,0.000005251465,0.00003346978,0.0008394913,0.9982907,0.000001544731],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001244539,0.005361606,0.0003055551,0.007655886,0.003613654,0.00001618487,0.0003847441,0.0000881672,0.9813297],"genre_scores_gemma":[0.007575104,0.003070691,0.0001795129,0.00205897,0.0007285376,0.00001875483,0.0002335077,0.00008538698,0.9860495],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.895242,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1447037286540566,"score_gpt":0.4539990732821912,"score_spread":0.3092953446281347,"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."}}