{"id":"W7099541649","doi":"","title":"pilot study","year":2013,"lang":"en","type":"article","venue":"","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Process (computing); Context (archaeology); Accountability; Quality (philosophy); Resource (disambiguation); Resource allocation; Program evaluation","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":[0.01408098,0.0009810396,0.0006727118,0.001378971,0.004680863,0.001840207,0.002563271,0.001798922,0.0906615],"category_scores_gemma":[0.01875882,0.0006661256,0.0006604588,0.001066999,0.001518823,0.00160393,0.003339423,0.002097866,0.02115292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005638953,"about_ca_system_score_gemma":0.01917505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02035697,"about_ca_topic_score_gemma":0.0299154,"domain_scores_codex":[0.9911108,0.003661292,0.0005880501,0.001411322,0.001552152,0.001676464],"domain_scores_gemma":[0.980042,0.003525396,0.0005296592,0.002561168,0.009591299,0.003750369],"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":[0.01135452,0.04768136,0.05337559,0.003765799,0.0001379128,0.005497027,0.04902784,0.001702823,0.01591676,0.02111474,0.1720604,0.6183652],"study_design_scores_gemma":[0.007660518,0.04689351,0.0750412,0.001483783,0.0001740185,0.001850427,0.05525537,0.00206822,0.01089637,0.007057722,0.7914284,0.0001904384],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3759793,0.000719524,0.04250266,0.005977153,0.002086884,0.3061213,0.01461806,0.00154174,0.2504534],"genre_scores_gemma":[0.5629557,0.000674719,0.07327638,0.007214393,0.0004332602,0.1980143,0.008819631,0.0004119113,0.1481997],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9093385,"threshold_uncertainty_score":0.3032929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04780275729853272,"score_gpt":0.2230263811912643,"score_spread":0.1752236238927315,"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."}}