{"id":"W4392528635","doi":"","title":"CSR in Lebanon : Realities & Perspectives","year":2016,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Department for Environment, Food and Rural Affairs, UK Government; Ministry of Agriculture - Saskatchewan","keywords":"Political science; Corporate social responsibility; Public relations","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002460352,0.0005808267,0.0003561526,0.002629762,0.003117894,0.007545327,0.0008943625,0.001943173,0.01058926],"category_scores_gemma":[0.001293751,0.0001190919,0.0002579353,0.004006444,0.004920944,0.003664673,0.003080344,0.001935501,0.0003076756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01782618,"about_ca_system_score_gemma":0.009430119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1244796,"about_ca_topic_score_gemma":0.1318861,"domain_scores_codex":[0.9983127,0.0004949441,0.00002798986,0.0001015848,0.000182845,0.0008800181],"domain_scores_gemma":[0.9985994,0.0005305912,0.0002286935,0.00002924784,0.0003460332,0.000266124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002007876,0.000190334,0.0272856,0.001029821,0.00009414961,0.001510946,0.02262521,0.0008437533,0.00108814,0.8234305,0.02748955,0.09421107],"study_design_scores_gemma":[0.00006683703,0.0001759097,0.1006389,0.003160399,0.00007959651,0.0007286679,0.2040611,0.001245988,0.0009189036,0.1429967,0.5458192,0.0001076701],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2878171,0.1684164,0.0006713861,0.2885711,0.001581395,0.00002672556,0.0008448225,0.00003209861,0.252039],"genre_scores_gemma":[0.9538993,0.02898613,0.0002908489,0.00660398,0.001099583,0.0000174023,0.0001386819,0.000009952244,0.008954027],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1244796,"threshold_uncertainty_score":0.2475101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02457181361512187,"score_gpt":0.2697276231404913,"score_spread":0.2451558095253694,"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."}}