{"id":"W4398805777","doi":"10.7910/dvn/xv2ohj/etkbs1","title":"siteB1_multispectral.TIF","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Lanthanide and Transition Metal Complexes","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Multispectral image; Remote sensing; Environmental science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000175923,0.0003555795,0.0004743485,0.00009022709,0.0001473604,0.0002317447,0.0008801076,0.0001834291,0.1414726],"category_scores_gemma":[0.00009254425,0.0003179257,0.0001533531,0.00014769,0.0001183874,0.0003536351,0.0002924749,0.0003303053,0.7500028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003582812,"about_ca_system_score_gemma":0.00008696229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004416604,"about_ca_topic_score_gemma":0.0001825159,"domain_scores_codex":[0.9979979,0.0001233335,0.0003654437,0.0006691103,0.0004669906,0.0003771528],"domain_scores_gemma":[0.9985023,0.00006468377,0.0001654568,0.000991333,0.00004784125,0.0002283573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004798252,0.00004895141,3.718287e-7,0.000140678,0.00002275646,0.0003342824,0.00001541596,0.000002122938,0.02766535,0.00006012721,0.971643,0.00001891761],"study_design_scores_gemma":[0.0003386564,0.0000579492,0.00001106977,0.00004525857,0.0001449435,0.0000304798,0.00001487905,0.000007552894,0.007566205,0.00007133844,0.9913221,0.0003895817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009714731,0.000001362278,0.00009639291,0.00001759885,0.0009408011,0.0002155046,0.998329,0.0001447236,0.0001574677],"genre_scores_gemma":[0.00008857279,0.0001503881,0.0009940467,0.001090862,0.0004963077,0.0000165121,0.9970511,0.0000236009,0.00008859757],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6085302,"threshold_uncertainty_score":0.9999273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02467999595844216,"score_gpt":0.2467758777485074,"score_spread":0.2220958817900652,"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."}}