{"id":"W2245020548","doi":"","title":"Changes in the derivation of mallard harvests from the northern U.S. and Canada, 1966-1998","year":2001,"lang":"en","type":"article","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Horticultural and Viticultural Research","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.0001254637,0.0001069706,0.0001108554,0.00000614368,0.0001961013,0.0001578698,0.0002053458,0.00005605543,0.00008716142],"category_scores_gemma":[0.00001471239,0.0000304084,0.0000224476,0.0002334895,0.00005463044,0.001675713,0.0000834544,0.0001413554,0.000002445509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000578332,"about_ca_system_score_gemma":0.00001249854,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001621428,"about_ca_topic_score_gemma":0.3202154,"domain_scores_codex":[0.9991386,0.0001052399,0.0002382089,0.00009461983,0.000196975,0.0002263339],"domain_scores_gemma":[0.9995483,0.000232475,0.00009320426,0.00004920708,0.00001908113,0.00005777557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002664909,0.00006735754,0.6606425,0.00004261747,0.00004842956,0.000008579432,0.002180597,0.00009996414,0.001156409,0.02790115,0.01313535,0.2944505],"study_design_scores_gemma":[0.0001039872,0.00004106001,0.674413,0.00003690221,0.000002783204,0.000005401941,0.0001797698,0.0001753144,0.00005782759,0.00008027061,0.3248392,0.00006445927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721857,0.0001955703,7.050377e-7,0.01774885,0.00005232569,0.0002274285,0.00006819856,0.00001169515,0.009509487],"genre_scores_gemma":[0.9932683,0.002185499,0.00001145399,0.003571557,0.0002838302,0.00001401024,0.0005777676,5.986961e-7,0.00008696732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3185939,"threshold_uncertainty_score":0.6921889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415215267672534,"score_gpt":0.1952486915497798,"score_spread":0.1810965388730545,"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."}}