{"id":"W4411655838","doi":"10.51847/karvgbguc9","title":"10.51847/kARvgBGuC9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ancient history; History; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005968991,0.001329351,0.0006264687,0.002064862,0.001463306,0.004055794,0.001203864,0.003338147,0.9395233],"category_scores_gemma":[0.0009489675,0.0004192494,0.000504104,0.002105555,0.001231801,0.002230231,0.002950955,0.001298453,0.9589887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009605052,"about_ca_system_score_gemma":0.0008358398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005038455,"about_ca_topic_score_gemma":0.003536923,"domain_scores_codex":[0.9995863,0.00005285181,0.00003573446,0.0001322568,0.0001055032,0.00008744316],"domain_scores_gemma":[0.9992726,0.0001246645,0.00004075539,0.0001499688,0.0002226815,0.0001893351],"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":[0.0002701558,0.0001948115,0.002196467,0.0002895177,0.00001661862,0.0003713898,0.0002073493,0.0003711914,0.003248852,0.006504918,0.2173885,0.7689403],"study_design_scores_gemma":[0.00006427788,0.00005786943,0.002586978,0.0002682455,0.00001228081,0.000617138,0.0002753166,0.0003644362,0.0008113762,0.002535243,0.9923781,0.0000286831],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004181247,0.001242582,0.002583878,0.001918646,0.001048618,0.0001231929,0.002898128,0.004152005,0.9818518],"genre_scores_gemma":[0.01162948,0.0006142501,0.001959043,0.000870156,0.0001421352,0.00007239854,0.002282455,0.0006856386,0.9817445],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06047672,"threshold_uncertainty_score":0.0862627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00878271173602831,"score_gpt":0.1492348803966792,"score_spread":0.1404521686606509,"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."}}