{"id":"W4415320835","doi":"10.64062/jpgmb.vol1.issue5.13","title":"Protective Effects of Neeli Bhringraj Oil Against Hair Breakage and Strengthening Damaged Hair Fibers: Scientific Evidence from an &lt;i&gt;In-Vitro&lt;/i&gt; Fatigue Test Model","year":2025,"lang":"","type":"article","venue":"Journal of Pharmacology Genetics and Molecular Biology","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Novelis (Canada)","funders":"","keywords":"Breakage; Ultimate tensile strength; Randomized controlled trial; Tensile testing; Environmental pollution","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":[],"consensus_categories":[],"category_scores_codex":[0.0005137682,0.0003813691,0.0003982471,0.000633788,0.0001960575,0.0002170625,0.0002463632,0.0003347614,0.001555217],"category_scores_gemma":[0.000396028,0.0001311991,0.0005244941,0.0002221228,0.0003472879,0.0003412806,0.0002444005,0.0004438586,0.0001563664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001243664,"about_ca_system_score_gemma":0.0002372215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005787892,"about_ca_topic_score_gemma":0.001330941,"domain_scores_codex":[0.9998147,0.00004049923,0.00002523861,0.00002581254,0.00007130723,0.00002243826],"domain_scores_gemma":[0.9995698,0.0001066109,0.0001387307,0.00003190755,0.0001111959,0.00004178805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001927049,0.0008413692,0.001385229,0.002637347,0.0001222218,0.0001732277,0.00008337594,0.0001273772,0.9560104,0.0001422339,0.0001446074,0.03640566],"study_design_scores_gemma":[0.0003083074,0.02875306,0.04142988,0.0005501385,0.0009912159,0.001342824,0.000378095,0.0009225343,0.9111386,0.0003640447,0.01377653,0.0000446887],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9325248,0.05890662,0.004327966,0.0005125414,0.0001536875,0.0001546266,0.0002975514,0.00005488841,0.003067279],"genre_scores_gemma":[0.9611816,0.03286879,0.003629863,0.0002293027,0.00009101238,0.00005638044,0.0002183317,0.00001330998,0.001711337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001555217,"threshold_uncertainty_score":0.005202651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023180980336144,"score_gpt":0.3286219438971772,"score_spread":0.3083901340938158,"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."}}