{"id":"W4416647812","doi":"10.5256/f1000research.4759.r5433","title":"Referee report. For: Local membrane deformation and micro-injury lead to qualitatively different responses in osteoblasts [v1; approved 1, http://f1000r.es/3o7]","year":2014,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Bone Metabolism and Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Deformation (meteorology); Lead (geology); Membrane; Work (physics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002125335,0.0002001893,0.0003426143,0.0002285032,0.0001187426,0.00004212191,0.0002460036,0.0001730611,0.000006862213],"category_scores_gemma":[0.002734069,0.0001653273,0.0000956812,0.0001730575,0.0002897786,0.0000163606,0.000257503,0.0001581225,0.00001107031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003445951,"about_ca_system_score_gemma":0.0001306561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002198169,"about_ca_topic_score_gemma":0.000451572,"domain_scores_codex":[0.9974036,0.0006348162,0.0004945843,0.0004987483,0.0004952692,0.0004730098],"domain_scores_gemma":[0.998366,0.0002070732,0.000115617,0.0004545203,0.0006336991,0.0002231108],"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":[0.003907762,0.0001856288,0.001436713,0.0002734908,0.00003349722,0.000003293021,0.0004557096,0.00001538939,0.9748402,0.0004767541,0.005704192,0.01266733],"study_design_scores_gemma":[0.001925344,0.00133092,0.04466703,0.00012373,0.00001810923,0.00001360602,0.001344573,0.0002015058,0.851016,0.0003819451,0.09863621,0.0003409998],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925088,0.0002900867,0.003834359,0.001877706,0.00003745495,0.0006201201,0.0005506629,0.00001130802,0.0002694781],"genre_scores_gemma":[0.9938064,0.00006907435,0.001189341,0.00009442412,0.00008094613,0.0001307569,0.0009078376,0.00002425671,0.003696997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1238242,"threshold_uncertainty_score":0.6741853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03816169702423025,"score_gpt":0.3657222832362998,"score_spread":0.3275605862120695,"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."}}