{"id":"W4213009509","doi":"10.1177/26317877211072550","title":"Best Friends Forever: Relationship Schemas, Organizational Forms, and Institutional Change","year":2022,"lang":"en","type":"article","venue":"Organization Theory","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institute for Advanced Research","keywords":"Creativity; Dialectic; Citizen journalism; Sociology; Meaning (existential); Scripting language; Democracy; Public relations; Epistemology; Social psychology; Psychology; Political science; Computer science; Law","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004252955,0.0001792218,0.0001348869,0.0003298797,0.00225434,0.0001474432,0.0001958647,0.00004323152,0.00690257],"category_scores_gemma":[0.0004540769,0.0001888907,0.00002147627,0.002138975,0.00009720537,0.001288084,0.000756109,0.0001363492,0.0002586202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009392829,"about_ca_system_score_gemma":0.00003454356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000171284,"about_ca_topic_score_gemma":0.00001009745,"domain_scores_codex":[0.998783,0.00002468566,0.0002489403,0.0003066082,0.000441259,0.0001955053],"domain_scores_gemma":[0.999288,0.00006541223,0.0001789568,0.0001440567,0.0003068522,0.00001669104],"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":[0.0000095311,0.00006391692,0.1905162,0.00004155556,0.00002704978,0.000002833452,0.0001035011,0.00006104247,0.00001808699,0.8071501,0.001575816,0.0004303323],"study_design_scores_gemma":[0.001910268,0.00003767547,0.3467326,0.00003501974,0.0003081944,0.00004170995,0.00256371,0.001414304,0.00009613411,0.3559211,0.2898894,0.00104977],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6399316,0.004057842,0.1254766,0.01974698,0.003653381,0.003686459,0.0002234193,0.002399743,0.200824],"genre_scores_gemma":[0.9917625,0.00002319049,0.000537695,0.003414525,0.0007505313,0.00005013452,0.00125895,0.00005863073,0.002143912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4512289,"threshold_uncertainty_score":0.9990446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02096224263115405,"score_gpt":0.2018615138546977,"score_spread":0.1808992712235437,"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."}}