{"id":"W1940829514","doi":"10.3822/ijtmb.v1i2.27","title":"On Refining Certain IJTMB Features","year":2008,"lang":"en","type":"article","venue":"International Journal of Therapeutic Massage & Bodywork Research Education & Practice","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refining (metallurgy); Computer science; Process engineering; Materials science; Metallurgy; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.07181911,0.0009634102,0.0008367558,0.004454415,0.006334646,0.02071195,0.004876021,0.00804697,0.03322927],"category_scores_gemma":[0.2374548,0.001912218,0.001551164,0.005206142,0.008146029,0.01953582,0.00873108,0.01228922,0.03055416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004840083,"about_ca_system_score_gemma":0.01194167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005466314,"about_ca_topic_score_gemma":0.007585245,"domain_scores_codex":[0.9541268,0.01064622,0.007204482,0.002964192,0.02152777,0.003530684],"domain_scores_gemma":[0.7444978,0.07528691,0.01706233,0.05568766,0.09411661,0.01334879],"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":[0.00026826,0.0002503842,0.002557982,0.0007741432,0.00001863428,0.0006159501,0.00394837,0.0004289701,0.003557176,0.2030039,0.4953891,0.2891871],"study_design_scores_gemma":[0.00004510602,0.0001362138,0.002262929,0.0005473432,0.00001448606,0.0007051879,0.0007508534,0.0004460078,0.001753948,0.02185044,0.9714121,0.00007534734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02293458,0.00572545,0.1405695,0.2875296,0.0722945,0.002193943,0.001237785,0.01731106,0.4502035],"genre_scores_gemma":[0.1454013,0.006555873,0.2993254,0.1576255,0.05950934,0.002092698,0.00230955,0.01465486,0.3125255],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07181911,"threshold_uncertainty_score":0.3798203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2796526285644089,"score_gpt":0.6167960614676291,"score_spread":0.3371434329032202,"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."}}