{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002018074,0.00004475714,0.00004933582,0.00001780353,0.000333608,0.00002681608,0.00008511931,0.00001772248,0.001275815],"category_scores_gemma":[0.00005812943,0.00004568253,0.0000165919,0.0001402095,0.00003250509,0.0001143063,9.954447e-7,0.00005701667,0.00001008006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001351157,"about_ca_system_score_gemma":0.001657037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8247501,"about_ca_topic_score_gemma":0.9304243,"domain_scores_codex":[0.9992958,0.0001399199,0.00005282761,0.00009069133,0.0002396225,0.000181179],"domain_scores_gemma":[0.9995739,0.0002109726,0.00003347161,0.00007364553,0.00003039083,0.00007757074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009753837,0.00007780139,0.003458265,0.00001538417,0.00005016286,0.000003625278,0.02281374,0.00003084511,0.0003983328,0.9292521,0.03666244,0.007227587],"study_design_scores_gemma":[0.00005156312,0.000004137496,0.0004561446,0.000003616796,0.000001254841,1.725029e-7,0.01382577,0.00000203993,0.00009856598,0.001795792,0.98369,0.00007089701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1096772,0.002424652,0.0000586088,0.06094705,0.001851049,0.0001903608,0.000003754684,0.00005609579,0.8247912],"genre_scores_gemma":[0.9924192,0.0002423494,0.00009772694,0.002740853,0.0002430712,0.000006435812,7.18236e-7,0.000006427183,0.004243185],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9470276,"threshold_uncertainty_score":0.9996371,"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."}}