{"id":"W4386982105","doi":"10.59350/jbwrg-gwh13","title":"Greetings from Your Community Manager!","year":2016,"lang":"en","type":"preprint","venue":"","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indoctrination; Join (topology); Work (physics); Management; Political science; Sociology; Engineering; Law; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001151843,0.00079081,0.0004859806,0.0007339467,0.007058409,0.005300773,0.0007258973,0.002376646,0.3852505],"category_scores_gemma":[0.008907619,0.0003573987,0.0003096744,0.000503709,0.0009107539,0.003072739,0.004878178,0.004659387,0.2364099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007628705,"about_ca_system_score_gemma":0.001962978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005719124,"about_ca_topic_score_gemma":0.01796478,"domain_scores_codex":[0.9988819,0.00030635,0.00002476644,0.0001224507,0.0004146024,0.0002499042],"domain_scores_gemma":[0.992971,0.0003076017,0.000186504,0.0002532563,0.001337713,0.00494394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009732446,0.00001318456,0.0001311869,0.00001134028,8.888827e-7,0.00009171689,0.0004062401,0.000002766426,0.0001013959,0.0003998174,0.9872376,0.01159406],"study_design_scores_gemma":[0.000006076087,0.0000190175,0.0004144533,0.00003724458,0.000001232652,0.0002049257,0.002673083,0.00001896394,0.0000583011,0.0002809054,0.9962759,0.000009958496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009331019,0.003370618,0.003121417,0.2404777,0.03994751,0.0002962583,0.001264837,0.004510542,0.6976801],"genre_scores_gemma":[0.01425872,0.0008375582,0.0009683662,0.02957363,0.002408218,0.00009330596,0.0003164391,0.0007720976,0.9507716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6147495,"threshold_uncertainty_score":0.8768655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1193904911943067,"score_gpt":0.3594031669844517,"score_spread":0.240012675790145,"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."}}