{"id":"W7145970440","doi":"","title":"Biological characteristics of dark colored material (cryoconite) on Canadian Arctic glaciers","year":2001,"lang":"en","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Arctic; Glacier; Colored; The arctic; Meltwater","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":[],"consensus_categories":[],"category_scores_codex":[0.0003273149,0.0002811253,0.0002157196,0.007700856,0.001817624,0.0007351079,0.0005604591,0.0002293538,0.00210218],"category_scores_gemma":[0.001076544,0.0001285941,0.0001828466,0.005449849,0.0005353861,0.00022262,0.0005515968,0.0001303356,0.0002506739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005682317,"about_ca_system_score_gemma":0.00479387,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9455054,"about_ca_topic_score_gemma":0.9741246,"domain_scores_codex":[0.9997109,0.000009768816,0.00001626678,0.00004437619,0.0001282055,0.0000905226],"domain_scores_gemma":[0.9976885,0.0001257376,0.000444488,0.00005452833,0.001269059,0.0004177052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000228956,0.00002366691,0.9812095,0.00006198965,0.00004525719,0.000154345,0.0008412593,0.0005397552,0.003877325,0.0001467422,0.002085779,0.01078543],"study_design_scores_gemma":[8.077366e-7,0.000005013293,0.9981927,0.000007769177,0.000006638178,0.00001897818,0.0003949745,0.00007058871,0.0002628378,0.000007038848,0.001030264,0.000002490355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841667,0.0002361956,0.00006332787,0.00002108252,0.000003403575,0.00001826208,0.01332183,0.00001655834,0.002152601],"genre_scores_gemma":[0.9831241,0.0002356505,0.0002405524,0.00002649193,0.000002898164,0.00001924521,0.01453913,0.00001059903,0.001801362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05449462,"threshold_uncertainty_score":0.1096311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0193899326312035,"score_gpt":0.2470223289001633,"score_spread":0.2276323962689598,"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."}}