{"id":"W3215209185","doi":"10.1142/12341","title":"Managing Human Resources in SMEs and Start-ups","year":2021,"lang":"en","type":"book","venue":"New teaching resources for management in a globalised world","topic":"Business and Economic Development","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Business; Human resources; Management; Economics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001059729,0.0005713248,0.0006847852,0.0005674549,0.0002798282,0.0003497296,0.0006904574,0.0001568757,0.0007270995],"category_scores_gemma":[0.00001704574,0.000630539,0.0001310555,0.0002680725,0.0001309092,0.0002212678,0.001319756,0.0005453205,0.00003521245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001493105,"about_ca_system_score_gemma":0.00002017915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00156445,"about_ca_topic_score_gemma":0.0122509,"domain_scores_codex":[0.9967453,0.00008620698,0.0008073126,0.001214206,0.0004010652,0.0007458542],"domain_scores_gemma":[0.9988782,0.0000881798,0.0003155576,0.0005468658,0.000003841119,0.0001674014],"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":[0.0002410923,0.0003310787,0.06347502,0.001333901,0.0004058569,0.0005170534,0.007699299,0.006889751,0.00001185414,0.02394489,0.4857686,0.4093816],"study_design_scores_gemma":[0.001485352,0.0000202653,0.03126742,0.0009880039,0.00005838363,0.000002372915,0.000408401,0.0002830154,6.085937e-7,0.02093487,0.9438798,0.0006715297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03402106,0.0007841265,0.00006759446,0.001435469,0.0002377762,0.001249997,0.00002051152,0.00009250598,0.962091],"genre_scores_gemma":[0.01122282,0.0002374705,0.003922291,0.001128258,0.0001915605,0.0001231126,0.0001459224,0.0001060144,0.9829226],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4581112,"threshold_uncertainty_score":0.9996146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01308171688617241,"score_gpt":0.232270463799499,"score_spread":0.2191887469133266,"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."}}