{"id":"W4385732832","doi":"10.1080/01446193.2023.2239381","title":"Integration mechanisms for material suppliers in the construction supply chain: a systematic literature review","year":2023,"lang":"en","type":"article","venue":"Construction Management and Economics","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Supply chain; Systematic review; Business; Supply chain management; Process management; Knowledge management; Computer science; Marketing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01522359,0.001382719,0.00334355,0.02899027,0.001367797,0.004084945,0.001617481,0.002426039,0.003526923],"category_scores_gemma":[0.05491131,0.001137856,0.004403829,0.02342226,0.001574409,0.004995644,0.002129522,0.001312933,0.0004039584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005925354,"about_ca_system_score_gemma":0.03009498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01091586,"about_ca_topic_score_gemma":0.02910864,"domain_scores_codex":[0.9874645,0.004760148,0.004123074,0.0007540934,0.002532765,0.0003654087],"domain_scores_gemma":[0.9266872,0.05456942,0.01002342,0.0009249331,0.007209177,0.0005858524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001314887,0.00007246205,0.003958863,0.833538,0.002333781,0.0004558311,0.002211254,0.0002523,0.000236406,0.001987344,0.002845841,0.1519765],"study_design_scores_gemma":[0.00005647814,0.0001444189,0.006200504,0.9404883,0.01215065,0.0009328911,0.003416138,0.000157181,0.0002747763,0.0008323324,0.03528788,0.00005843935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003610432,0.9930693,0.000641495,0.0005921113,0.0000948103,0.0005485849,0.0003309305,0.000009480573,0.001102801],"genre_scores_gemma":[0.03017247,0.9659282,0.002239378,0.0004444095,0.00005870999,0.0006419693,0.0003375659,0.000006179614,0.0001711922],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02899027,"threshold_uncertainty_score":0.08051103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01483715433581101,"score_gpt":0.2134359953773196,"score_spread":0.1985988410415086,"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."}}