{"id":"W7111753504","doi":"","title":"CAPS Protocol","year":2025,"lang":"","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Qualitative research; Focus group; Data collection; Action (physics); Context (archaeology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.05516972,0.001274708,0.001690396,0.003249814,0.008840918,0.005525,0.004049489,0.003299214,0.3801131],"category_scores_gemma":[0.07431418,0.002015429,0.001470134,0.002975572,0.002359122,0.002225794,0.003812833,0.005468523,0.1012179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01418868,"about_ca_system_score_gemma":0.08635835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06425624,"about_ca_topic_score_gemma":0.1295517,"domain_scores_codex":[0.9802869,0.009643551,0.002504622,0.001868238,0.003832174,0.001864532],"domain_scores_gemma":[0.9272465,0.01087057,0.002291114,0.01502289,0.03972156,0.004847406],"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":[0.003790742,0.001140524,0.001807143,0.004594716,0.00006904935,0.0006784976,0.007083879,0.000902894,0.001433609,0.03844924,0.7641319,0.1759178],"study_design_scores_gemma":[0.001191553,0.0004515356,0.003291801,0.003163439,0.00004306826,0.000127003,0.00242467,0.0003752515,0.0009215262,0.006020837,0.9819167,0.00007258989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004977105,0.0008905664,0.03464057,0.005465123,0.003167927,0.7432533,0.06188368,0.001733783,0.143988],"genre_scores_gemma":[0.008140396,0.001063038,0.04340263,0.003488564,0.000352355,0.8564677,0.0159386,0.0003843957,0.0707623],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3801131,"threshold_uncertainty_score":0.8841934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01509975582633657,"score_gpt":0.2928255767585862,"score_spread":0.2777258209322496,"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."}}