{"id":"W2334923090","doi":"10.1155/2005/840146","title":"Alternative Funding Plans: Academic GI Groups Beware!","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Business; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01138237,0.0008734223,0.0006195127,0.001365521,0.005527388,0.01340404,0.00280446,0.02582165,0.2046228],"category_scores_gemma":[0.04200702,0.0006161853,0.001193705,0.001488462,0.003663958,0.01144008,0.007412866,0.0123186,0.05251876],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002867819,"about_ca_system_score_gemma":0.01807368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008350763,"about_ca_topic_score_gemma":0.0135446,"domain_scores_codex":[0.9898784,0.002345593,0.0003286232,0.0006073723,0.002913797,0.003926121],"domain_scores_gemma":[0.9617256,0.004628188,0.002074613,0.003147273,0.006692044,0.02173232],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001642085,0.000166638,0.001387169,0.00006652446,0.00001396911,0.0001477625,0.0002311907,0.0001172316,0.0002181249,0.02756077,0.9304445,0.03948198],"study_design_scores_gemma":[0.0003008759,0.0001358895,0.004026289,0.000271008,0.00002448387,0.0002307707,0.001926435,0.0003438973,0.0002136791,0.03980758,0.9526488,0.000070264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00539746,0.001461719,0.003169168,0.8813356,0.01920814,0.0001595192,0.0003634646,0.0009094625,0.0879955],"genre_scores_gemma":[0.1024595,0.00202386,0.01028664,0.4771599,0.01978166,0.0005946919,0.001127299,0.0007886958,0.3857777],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9971322,"threshold_uncertainty_score":0.6845316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1258437252766797,"score_gpt":0.4379794123591534,"score_spread":0.3121356870824737,"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."}}