{"id":"W4409503055","doi":"10.5006/c2014-4427","title":"Opportunities for Polymer Materials in Oil Sands Applications","year":2014,"lang":"en","type":"article","venue":"","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Innovates","funders":"","keywords":"Polymer; Materials science; Petroleum engineering; Oil sands; Metallurgy; Composite material; Forensic engineering; Geology; Asphalt; Engineering","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":[0.000347149,0.0004407386,0.0001551814,0.001164026,0.0008150968,0.001528209,0.0004199388,0.0007426388,0.007858681],"category_scores_gemma":[0.00026874,0.0001954366,0.0002624074,0.0009412321,0.0004694654,0.001060058,0.0007339424,0.0006118468,0.001562113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037129,"about_ca_system_score_gemma":0.0009250424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00308961,"about_ca_topic_score_gemma":0.01309451,"domain_scores_codex":[0.9998142,0.00002183902,0.000006175442,0.00001625968,0.00009535526,0.00004615553],"domain_scores_gemma":[0.9998406,0.00003481255,0.00002404143,0.0000136086,0.00005676127,0.00003013283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004500521,0.0004808011,0.003904087,0.002041993,0.0000247326,0.002410418,0.0005270758,0.005393356,0.6414556,0.03267706,0.00529275,0.3053421],"study_design_scores_gemma":[0.00002785512,0.0005943635,0.004639818,0.0002807066,0.00004146464,0.001332717,0.001180482,0.003002112,0.5706688,0.005667369,0.4125266,0.00003767187],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6592492,0.0531075,0.03029519,0.004837203,0.0004534041,0.0002493322,0.0003704501,0.0007154839,0.2507222],"genre_scores_gemma":[0.9243574,0.02416471,0.01950781,0.0002330734,0.00006565554,0.00003075496,0.0001339298,0.00004508318,0.03146153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007858681,"threshold_uncertainty_score":0.02628994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0209471603908214,"score_gpt":0.2037427502947354,"score_spread":0.182795589903914,"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."}}