{"id":"W7099539007","doi":"","title":"iii Photo Interpretation Quality Assurance Procedures and Standards","year":2011,"lang":"en","type":"article","venue":"","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); General partnership; Quality assurance; Resource (disambiguation); Task force; Resource management (computing); Task (project management); Information system","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0296824,0.001517423,0.001682191,0.01266413,0.008717505,0.009228686,0.005409978,0.003210579,0.1243629],"category_scores_gemma":[0.05000668,0.001849784,0.001576223,0.007389659,0.003682676,0.002375358,0.00319821,0.005424128,0.06948029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007246047,"about_ca_system_score_gemma":0.02591844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08109643,"about_ca_topic_score_gemma":0.09334195,"domain_scores_codex":[0.9604949,0.004776473,0.003087337,0.003325741,0.02665502,0.001660486],"domain_scores_gemma":[0.8896332,0.005928196,0.001802891,0.01846431,0.08343206,0.0007392781],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005832302,0.0003428646,0.006379721,0.003245358,0.00006068403,0.0007376173,0.004542318,0.003045216,0.06238066,0.02854408,0.368541,0.5215973],"study_design_scores_gemma":[0.00005496128,0.0001222805,0.009204669,0.001400799,0.00003763715,0.0004385288,0.001572586,0.002196132,0.03345802,0.00442936,0.9469618,0.0001231767],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01922175,0.002089196,0.5188366,0.003910246,0.003379326,0.03806721,0.03187536,0.02035103,0.3622694],"genre_scores_gemma":[0.05360795,0.00217899,0.6638732,0.002419182,0.0003938751,0.025974,0.02683426,0.007549565,0.217169],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9703176,"threshold_uncertainty_score":0.4160354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03443387366762798,"score_gpt":0.2761626823105406,"score_spread":0.2417288086429127,"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."}}