{"id":"W4229622136","doi":"10.1080/07038992.2000.10874756","title":"Preface","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Remote Sensing","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography","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":[],"category_scores_codex":[0.001368138,0.0009057244,0.0005788669,0.003320921,0.002617743,0.002511152,0.001123344,0.0009071209,0.396727],"category_scores_gemma":[0.01089005,0.0002498292,0.0005441489,0.002026878,0.0004679983,0.001882401,0.00165854,0.002310403,0.2698279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002105311,"about_ca_system_score_gemma":0.002238794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01156366,"about_ca_topic_score_gemma":0.01326814,"domain_scores_codex":[0.999378,0.00008206339,0.00004359243,0.00009948627,0.0003397432,0.00005703848],"domain_scores_gemma":[0.9936703,0.000771449,0.0001842924,0.0004686285,0.004233154,0.0006721358],"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":[0.00001717291,0.00001055292,0.00005892021,0.00005071249,0.000001092307,0.00002489365,0.00002753081,0.00003502148,0.0000674675,0.001929874,0.9772993,0.02047738],"study_design_scores_gemma":[0.000002950437,0.00000691272,0.0002737693,0.00006492825,0.000001209489,0.00002244468,0.00004150652,0.00001913075,0.00006159143,0.001414737,0.9980875,0.000003277202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001295117,0.01052359,0.005736932,0.03266642,0.3521056,0.0007363901,0.01604209,0.001310883,0.579583],"genre_scores_gemma":[0.003838895,0.003721746,0.001635453,0.005274247,0.02852901,0.0002407391,0.006825187,0.0005797274,0.949355],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.603273,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0160490806173221,"score_gpt":0.2265092046702215,"score_spread":0.2104601240528994,"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."}}