{"id":"W2076425844","doi":"10.1177/0893318910389265","title":"How Communication Institutionalizes: A Response to Lammers","year":2010,"lang":"en","type":"article","venue":"Management Communication Quarterly","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Organizational communication; Psychology; Public relations; Sociology; Telecommunications; Political science; Computer science","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":[0.01549262,0.0006485698,0.0006951016,0.00145221,0.008322021,0.01520828,0.003317464,0.02134732,0.002252141],"category_scores_gemma":[0.03821071,0.0005068622,0.0004882234,0.002421587,0.04642821,0.02959303,0.005892876,0.01922302,0.001024209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01095424,"about_ca_system_score_gemma":0.006208696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008492298,"about_ca_topic_score_gemma":0.004731907,"domain_scores_codex":[0.9819504,0.01283371,0.0003022803,0.00161417,0.002373271,0.0009262435],"domain_scores_gemma":[0.9526319,0.03882167,0.002051367,0.001589547,0.003588554,0.001316917],"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":[0.0000436988,0.00002811825,0.0003555705,0.000115334,0.000008315877,0.0002493121,0.03493029,0.0003236534,0.00007779572,0.7108517,0.2419356,0.01108056],"study_design_scores_gemma":[0.00002629804,0.00003427492,0.0005893024,0.0005345764,0.000008637707,0.0004116846,0.02999707,0.0006752577,0.0003094425,0.3943955,0.5729349,0.00008310092],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002406487,0.00688892,0.00147649,0.9766088,0.001485461,0.000005731489,0.00001322864,0.00003166821,0.01108316],"genre_scores_gemma":[0.3584395,0.01750106,0.003030005,0.5858331,0.01263868,0.0001657795,0.0000404584,0.0002066657,0.02214476],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02134732,"threshold_uncertainty_score":0.0819338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226163650382056,"score_gpt":0.2236374863773006,"score_spread":0.2113758498734801,"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."}}