{"id":"W4414845247","doi":"10.30834/kjp.38.1.2025.549","title":"Aim, Research Questions, Objectives, and Hypotheses- Which One and How to Write in a Manuscript?","year":2025,"lang":"en","type":"article","venue":"Kerala Journal of Psychiatry","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Key (lock); Quality (philosophy); Research methodology; Research design","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":["metaresearch"],"category_scores_codex":[0.2603991,0.001712568,0.002660184,0.003959016,0.004896977,0.01624072,0.003371807,0.007639184,0.01003537],"category_scores_gemma":[0.4641093,0.001636078,0.001833438,0.002939999,0.01672052,0.01274724,0.004352312,0.007789627,0.00717552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005418025,"about_ca_system_score_gemma":0.04917765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005568739,"about_ca_topic_score_gemma":0.0007404926,"domain_scores_codex":[0.7985737,0.1386668,0.03250604,0.008179682,0.02018867,0.001885046],"domain_scores_gemma":[0.5332691,0.2701053,0.05836264,0.02754581,0.09464753,0.01606953],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001854044,0.001063101,0.01598428,0.07498562,0.000830883,0.0006999353,0.0252677,0.0008550259,0.006464469,0.3361095,0.08282725,0.4530582],"study_design_scores_gemma":[0.001587288,0.002341511,0.02094945,0.08615746,0.001377354,0.004302702,0.04930887,0.005245884,0.01151384,0.4161669,0.4004449,0.0006038914],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.05295958,0.07115544,0.2390937,0.4309752,0.04813707,0.08967022,0.007793625,0.001309562,0.05890556],"genre_scores_gemma":[0.2495377,0.0242069,0.4956405,0.05620836,0.01013235,0.1497898,0.00215581,0.0004515063,0.01187705],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7396009,"threshold_uncertainty_score":0.9120595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05069754806238623,"score_gpt":0.3092723118953182,"score_spread":0.2585747638329319,"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."}}