{"id":"W2756963198","doi":"10.5151/2594-357x-27542","title":"ADVANCED TECHNOLOGY DEVELOPMENTS IN REMEDIAL STAVE COOLING","year":2016,"lang":"en","type":"article","venue":"ABM Proceedings","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Remedial education; Computer science; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006050068,0.0003626172,0.000365078,0.0007504434,0.0003578514,0.001097146,0.0009520466,0.0008505961,0.005662029],"category_scores_gemma":[0.0006185463,0.0002532759,0.0004628343,0.0006992715,0.0005459805,0.001379452,0.0004665769,0.0008250091,0.001456137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006262229,"about_ca_system_score_gemma":0.0008433275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045048,"about_ca_topic_score_gemma":0.001425331,"domain_scores_codex":[0.9995992,0.00005208462,0.00001407365,0.00006538653,0.0002136659,0.00005562741],"domain_scores_gemma":[0.999781,0.00005100141,0.00002416741,0.00003652722,0.00009138404,0.00001596391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002535064,0.000381295,0.002606373,0.002280948,0.00004599558,0.0004939613,0.0004440344,0.02390687,0.5164523,0.07099107,0.004361042,0.3777826],"study_design_scores_gemma":[0.00008751555,0.002127296,0.005977299,0.0004462199,0.0001027068,0.001792335,0.0005105236,0.07510737,0.5336934,0.01343584,0.366607,0.0001125591],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2949983,0.1354521,0.406089,0.003439663,0.001439896,0.0005733152,0.0003635644,0.001593583,0.1560505],"genre_scores_gemma":[0.831439,0.04245719,0.1009963,0.0003278722,0.0002266422,0.0001711737,0.0002187257,0.00009348492,0.02406966],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005662029,"threshold_uncertainty_score":0.01894134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006267985188980323,"score_gpt":0.2017675506456302,"score_spread":0.1954995654566498,"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."}}