{"id":"W2152729560","doi":"10.1080/09645292.2011.577996","title":"The interaction of publications and appointments: new evidence on academic economists in Germany","year":2011,"lang":"en","type":"article","venue":"Education Economics","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); German; Productivity; Panel data; Set (abstract data type); Economics; Higher education; Psychology; Demographic economics; Political science; Sociology; Econometrics; Economic growth; History","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003456068,0.00006109493,0.00008477108,0.0000819127,0.0001788268,0.00003536692,0.0001818693,0.0000463636,0.00007264654],"category_scores_gemma":[0.0001395491,0.00006189601,0.00001903393,0.00005236714,0.0001597179,0.0005845268,0.00003556541,0.00009501182,0.0000428351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004283747,"about_ca_system_score_gemma":0.0004018233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003090811,"about_ca_topic_score_gemma":0.002168906,"domain_scores_codex":[0.9993805,0.00003962371,0.0002883914,0.0001562103,0.00001966224,0.0001155792],"domain_scores_gemma":[0.9993742,0.0001812925,0.0002116226,0.0001460892,0.00002379824,0.00006299012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006039219,0.000243007,0.2146429,0.000006664919,0.00002448964,2.24376e-8,0.07044942,0.00001250949,0.0001159329,0.6384731,0.003088245,0.07288332],"study_design_scores_gemma":[0.000633971,0.0002020326,0.6972978,0.0001917098,0.00003354566,0.000002008353,0.1033547,0.0001028016,0.004501029,0.07091137,0.1221545,0.0006146572],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626226,0.0003490917,0.000001863251,0.003573939,0.0006185457,0.0002425303,0.000001330962,0.00001030536,0.03257972],"genre_scores_gemma":[0.994176,0.003737706,0.000163233,0.0001609215,0.000089145,0.00006584826,0.000001190955,0.00000561295,0.001600299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5675617,"threshold_uncertainty_score":0.4672402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.155316443594489,"score_gpt":0.4058308856512149,"score_spread":0.250514442056726,"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."}}