{"id":"W2088127557","doi":"10.2310/6640.2003.2243","title":"A Challenging Climb","year":2003,"lang":"en","type":"article","venue":"Physiotherapy Canada","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Climb; Computer science; Physical medicine and rehabilitation; Medicine; 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":[0.01237862,0.001227135,0.001439119,0.002238994,0.0210844,0.01757442,0.004228354,0.02582703,0.08159704],"category_scores_gemma":[0.0354205,0.0005605133,0.001288006,0.00150591,0.01649617,0.01558067,0.01554246,0.03102705,0.01699588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01188395,"about_ca_system_score_gemma":0.0534943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05376486,"about_ca_topic_score_gemma":0.1341141,"domain_scores_codex":[0.9879118,0.002703413,0.0005159603,0.00132251,0.003670983,0.003875338],"domain_scores_gemma":[0.9454721,0.006849613,0.001260753,0.001486444,0.01195077,0.03298026],"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":[0.00003078948,0.00005421366,0.0004630728,0.0001102562,0.00002024982,0.0004456521,0.0007614663,0.00007290586,0.0001180518,0.03172765,0.9466907,0.01950517],"study_design_scores_gemma":[0.0000404953,0.00004651721,0.0009195242,0.0007464406,0.00001151499,0.0005478585,0.01221533,0.0001742567,0.00005001961,0.06485173,0.9203333,0.00006302319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000696933,0.003401277,0.0004346474,0.9565976,0.02879107,0.00001474825,0.00008567755,0.00005153452,0.009926447],"genre_scores_gemma":[0.03867004,0.00759514,0.004010893,0.8513304,0.02240388,0.0001238823,0.0003063279,0.0001865416,0.07537282],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08159704,"threshold_uncertainty_score":0.2729692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03134883312717689,"score_gpt":0.3602095983823784,"score_spread":0.3288607652552015,"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."}}