{"id":"W2901874044","doi":"10.4095/296799","title":"Earth observation for improved regulatory decision making in Alberta - workshop report","year":2015,"lang":"en","type":"report","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Earth (classical element); Earth observation; Political science; Engineering; Aerospace engineering; Physics; Astronomy; Satellite","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004412714,0.0006582469,0.00027102,0.001270871,0.001069249,0.002408938,0.001120438,0.001069472,0.008255595],"category_scores_gemma":[0.00270713,0.0002981457,0.0004671958,0.002619752,0.0003972042,0.0008299584,0.001320846,0.001150912,0.001175022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01289569,"about_ca_system_score_gemma":0.06266223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9558311,"about_ca_topic_score_gemma":0.9710321,"domain_scores_codex":[0.9977448,0.0002042847,0.00004994471,0.00011394,0.001507227,0.0003798917],"domain_scores_gemma":[0.9971604,0.0002878167,0.000112773,0.0001416768,0.001936881,0.0003604186],"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":[0.0008883817,0.0002690627,0.04619359,0.0004636472,0.0001378549,0.0003970799,0.0004039486,0.01010257,0.003710961,0.007252435,0.805442,0.1247385],"study_design_scores_gemma":[0.0002121863,0.0001279621,0.3067691,0.0004124498,0.0001599415,0.00007839932,0.002207698,0.009170076,0.01267329,0.002888831,0.6652117,0.00008849492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1612749,0.01770194,0.01800019,0.0651355,0.003826605,0.00133677,0.3533913,0.002452858,0.3768799],"genre_scores_gemma":[0.4368888,0.01160043,0.0344173,0.00450108,0.0004415625,0.000334072,0.1857644,0.0005309613,0.3255215],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04416889,"threshold_uncertainty_score":0.09356523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03237544686214284,"score_gpt":0.2821146841350434,"score_spread":0.2497392372729005,"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."}}