{"id":"W2990824210","doi":"10.1002/smj.3115","title":"Strategic renewal: Beyond the functional resource role of occupational members","year":2019,"lang":"en","type":"article","venue":"Strategic Management Journal","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Leverage (statistics); Identity (music); Business; Resource (disambiguation); Competition (biology); Work (physics); Strategic management; Public relations; Marketing; Political science; Computer science; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00077233,0.0002710033,0.0002439447,0.0003512886,0.0004982077,0.0004639897,0.0005545021,0.00005350795,0.007163663],"category_scores_gemma":[0.000007530954,0.0001952572,0.0001628827,0.0007884251,0.0001005483,0.0004434843,0.0003062514,0.0002462424,0.0003732607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004556043,"about_ca_system_score_gemma":0.00003369195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004242088,"about_ca_topic_score_gemma":0.00004014883,"domain_scores_codex":[0.9977195,0.00002902702,0.0005632886,0.0003090964,0.001012548,0.0003665786],"domain_scores_gemma":[0.9988021,0.00004990758,0.0005798141,0.000288245,0.0002574401,0.00002249784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001299441,0.00007722593,0.01524357,0.0001282031,0.0003077301,0.000008330534,0.00002627279,0.001084561,0.00006759026,0.9783921,0.004414751,0.0001197278],"study_design_scores_gemma":[0.001106913,0.00003154583,0.01246192,0.00004928566,0.0002265367,0.00001060004,0.0122338,0.001924808,0.00001025805,0.9399648,0.03164223,0.0003372917],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1543393,0.000302955,0.00002761526,0.0008187908,0.0005540516,0.0003589558,0.000002736692,0.00005139716,0.8435442],"genre_scores_gemma":[0.9915971,0.00006175792,0.0001684776,0.001117592,0.001165258,0.00001152299,0.00007145856,0.00003089898,0.005775975],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8377683,"threshold_uncertainty_score":0.9937439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02510861723200518,"score_gpt":0.222570867305995,"score_spread":0.1974622500739898,"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."}}